library(readr)
library(MVA)
## Loading required package: HSAUR2
## Loading required package: tools
library(HSAUR2)
library(GGally)
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library(ggplot2)
library(ggridges)
library(ggvis)
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## resolution
library(factoextra)
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(SciViews)
library(scatterplot3d)
library(car)
## Loading required package: carData
library(lattice)
library(FactoMineR)
library(ggfortify)
library(psych)
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library(ggthemes)
library(cowplot)
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library(gapminder)
library(gganimate)
## No renderer backend detected. gganimate will default to writing frames to separate files
## Consider installing:
## - the `gifski` package for gif output
## - the `av` package for video output
## and restarting the R session
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library(dplyr)
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library(tidyverse)
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library(grid)
library(gridExtra)
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library(RColorBrewer)
library(Hotelling)
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library(stats)
library(biotools)
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## ---
## biotools version 4.2
library(corrplot)
## corrplot 0.92 loaded
library(readr)
library(NbClust)
library(cluster)
library(MASS)
library(ggplot2)
library(memisc)
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## as.array
library(ROCR)
library(klaR)
expect<-data.table::fread("~/Downloads/life1.csv")
head(expect)
## Country Year Status Life expectancy Adult Mortality infant deaths
## 1: Afghanistan 2015 Developing 65.0 263 62
## 2: Afghanistan 2014 Developing 59.9 271 64
## 3: Afghanistan 2013 Developing 59.9 268 66
## 4: Afghanistan 2012 Developing 59.5 272 69
## 5: Afghanistan 2011 Developing 59.2 275 71
## 6: Afghanistan 2010 Developing 58.8 279 74
## Alcohol percentage expenditure Hepatitis B Measles BMI under-five deaths
## 1: 0.01 71.279624 65 1154 19.1 83
## 2: 0.01 73.523582 62 492 18.6 86
## 3: 0.01 73.219243 64 430 18.1 89
## 4: 0.01 78.184215 67 2787 17.6 93
## 5: 0.01 7.097109 68 3013 17.2 97
## 6: 0.01 79.679367 66 1989 16.7 102
## Polio Total expenditure Diphtheria HIV/AIDS GDP Population
## 1: 6 8.16 65 0.1 584.25921 33736494
## 2: 58 8.18 62 0.1 612.69651 327582
## 3: 62 8.13 64 0.1 631.74498 31731688
## 4: 67 8.52 67 0.1 669.95900 3696958
## 5: 68 7.87 68 0.1 63.53723 2978599
## 6: 66 9.20 66 0.1 553.32894 2883167
## thinness 1-19 years thinness 5-9 years Income composition of resources
## 1: 17.2 17.3 0.479
## 2: 17.5 17.5 0.476
## 3: 17.7 17.7 0.470
## 4: 17.9 18.0 0.463
## 5: 18.2 18.2 0.454
## 6: 18.4 18.4 0.448
## Schooling
## 1: 10.1
## 2: 10.0
## 3: 9.9
## 4: 9.8
## 5: 9.5
## 6: 9.2
sapply(expect, function(x) sum(is.na(x)))
## Country Year
## 0 0
## Status Life expectancy
## 0 10
## Adult Mortality infant deaths
## 10 0
## Alcohol percentage expenditure
## 194 0
## Hepatitis B Measles
## 553 0
## BMI under-five deaths
## 34 0
## Polio Total expenditure
## 19 226
## Diphtheria HIV/AIDS
## 19 0
## GDP Population
## 448 652
## thinness 1-19 years thinness 5-9 years
## 34 34
## Income composition of resources Schooling
## 167 163
expect <- expect[complete.cases(expect),]
sapply(expect, function(x) sum(is.na(x)))
## Country Year
## 0 0
## Status Life expectancy
## 0 0
## Adult Mortality infant deaths
## 0 0
## Alcohol percentage expenditure
## 0 0
## Hepatitis B Measles
## 0 0
## BMI under-five deaths
## 0 0
## Polio Total expenditure
## 0 0
## Diphtheria HIV/AIDS
## 0 0
## GDP Population
## 0 0
## thinness 1-19 years thinness 5-9 years
## 0 0
## Income composition of resources Schooling
## 0 0
dim(expect)
## [1] 1649 22
attach(expect)
#Get the Correlations between the measurements
cor(expect[,5:14])
## Adult Mortality infant deaths Alcohol
## Adult Mortality 1.000000000 0.04245024 -0.17553509
## infant deaths 0.042450237 1.00000000 -0.10621692
## Alcohol -0.175535086 -0.10621692 1.00000000
## percentage expenditure -0.237609890 -0.09076463 0.41704736
## Hepatitis B -0.105225443 -0.23176894 0.10988939
## Measles -0.003966685 0.53267983 -0.05011023
## BMI -0.351542478 -0.23442515 0.35339621
## under-five deaths 0.060365026 0.99690562 -0.10108216
## Polio -0.199853000 -0.15692881 0.24031453
## Total expenditure -0.085226535 -0.14695112 0.21488509
## percentage expenditure Hepatitis B Measles
## Adult Mortality -0.23760989 -0.10522544 -0.003966685
## infant deaths -0.09076463 -0.23176894 0.532679832
## Alcohol 0.41704736 0.10988939 -0.050110235
## percentage expenditure 1.00000000 0.01676017 -0.063070789
## Hepatitis B 0.01676017 1.00000000 -0.124799993
## Measles -0.06307079 -0.12479999 1.000000000
## BMI 0.24273824 0.14330179 -0.153245464
## under-five deaths -0.09215806 -0.24076603 0.517505563
## Polio 0.12862605 0.46333080 -0.057850133
## Total expenditure 0.18387236 0.11332668 -0.113582738
## BMI under-five deaths Polio
## Adult Mortality -0.3515425 0.06036503 -0.19985300
## infant deaths -0.2344252 0.99690562 -0.15692881
## Alcohol 0.3533962 -0.10108216 0.24031453
## percentage expenditure 0.2427382 -0.09215806 0.12862605
## Hepatitis B 0.1433018 -0.24076603 0.46333080
## Measles -0.1532455 0.51750556 -0.05785013
## BMI 1.0000000 -0.24213740 0.18626797
## under-five deaths -0.2421374 1.00000000 -0.17116419
## Polio 0.1862680 -0.17116419 1.00000000
## Total expenditure 0.1894690 -0.14580310 0.11976798
## Total expenditure
## Adult Mortality -0.08522653
## infant deaths -0.14695112
## Alcohol 0.21488509
## percentage expenditure 0.18387236
## Hepatitis B 0.11332668
## Measles -0.11358274
## BMI 0.18946896
## under-five deaths -0.14580310
## Polio 0.11976798
## Total expenditure 1.00000000
# Using prcomp to compute the principal components (eigenvalues and eigenvectors).Vriable means are set to zero, and the variances set to one
expect_pca <- prcomp(expect[,5:14],scale=TRUE)
expect_pca
## Standard deviations (1, .., p=10):
## [1] 1.71092337 1.34116282 1.10839094 0.97208242 0.90665887 0.82121793
## [7] 0.77206427 0.72554886 0.69207207 0.05149214
##
## Rotation (n x k) = (10 x 10):
## PC1 PC2 PC3 PC4
## Adult Mortality -0.1834960 0.3703644 -0.01041610 0.62257953
## infant deaths -0.4770872 -0.3712794 -0.08404310 0.05506979
## Alcohol 0.2532057 -0.4167450 0.18255591 0.23580006
## percentage expenditure 0.2140378 -0.3834422 0.34580661 0.12594468
## Hepatitis B 0.2649221 -0.0567973 -0.65426151 0.10496091
## Measles -0.3365688 -0.3228056 -0.15791130 -0.01068973
## BMI 0.3179295 -0.2877457 0.15671493 -0.31360244
## under-five deaths -0.4789776 -0.3625045 -0.07115429 0.06951117
## Polio 0.2639952 -0.2314229 -0.58308223 0.06789989
## Total expenditure 0.2124554 -0.1705419 0.13159750 0.64728553
## PC5 PC6 PC7 PC8
## Adult Mortality -0.351776663 -0.410661325 0.006840613 -0.17821310
## infant deaths 0.055199591 -0.040233504 -0.339430463 -0.02641364
## Alcohol -0.389050398 -0.378992608 0.034806248 0.28550238
## percentage expenditure -0.416255561 0.513983441 -0.027196893 -0.37429860
## Hepatitis B -0.009123371 0.001912539 -0.113222919 -0.60601595
## Measles 0.016614222 -0.057324250 0.856638622 -0.13336166
## BMI 0.235921412 -0.627446408 -0.068997207 -0.27042754
## under-five deaths 0.046955972 -0.048132459 -0.357483845 -0.02482776
## Polio -0.152691104 0.078832447 -0.023914423 0.53310198
## Total expenditure 0.683403002 0.128117745 0.054887611 0.05427242
## PC9 PC10
## Adult Mortality 0.342255320 0.0105228852
## infant deaths 0.022933151 0.7094653595
## Alcohol -0.543580842 0.0091310487
## percentage expenditure 0.305660217 -0.0008370615
## Hepatitis B -0.327638935 -0.0025471263
## Measles 0.045680114 -0.0142794538
## BMI 0.407383227 -0.0040672777
## under-five deaths 0.013252633 -0.7043918640
## Polio 0.466677391 -0.0082532569
## Total expenditure 0.008282982 0.0010715226
summary(expect_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 1.7109 1.3412 1.1084 0.97208 0.9067 0.82122 0.77206
## Proportion of Variance 0.2927 0.1799 0.1229 0.09449 0.0822 0.06744 0.05961
## Cumulative Proportion 0.2927 0.4726 0.5955 0.68995 0.7722 0.83959 0.89920
## PC8 PC9 PC10
## Standard deviation 0.72555 0.6921 0.05149
## Proportion of Variance 0.05264 0.0479 0.00027
## Cumulative Proportion 0.95184 0.9997 1.00000
(eigen_expect <- expect_pca$sdev^2)
## [1] 2.92725879 1.79871772 1.22853048 0.94494424 0.82203031 0.67439889
## [7] 0.59608324 0.52642115 0.47896375 0.00265144
names(eigen_expect) <- paste("PC",1:10,sep="")
eigen_expect
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 2.92725879 1.79871772 1.22853048 0.94494424 0.82203031 0.67439889 0.59608324
## PC8 PC9 PC10
## 0.52642115 0.47896375 0.00265144
sumlambdas <- sum(eigen_expect)
sumlambdas
## [1] 10
propvar <- eigen_expect/sumlambdas
propvar # shows the percent variance each variable PC1, PC2...PC5 holds
## PC1 PC2 PC3 PC4 PC5 PC6
## 0.292725879 0.179871772 0.122853048 0.094494424 0.082203031 0.067439889
## PC7 PC8 PC9 PC10
## 0.059608324 0.052642115 0.047896375 0.000265144
cumvar_expect <- cumsum(propvar)
cumvar_expect
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8
## 0.2927259 0.4725977 0.5954507 0.6899451 0.7721482 0.8395880 0.8991964 0.9518385
## PC9 PC10
## 0.9997349 1.0000000
matlambdas <- rbind(eigen_expect,propvar,cumvar_expect)
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
round(matlambdas,4)
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8
## Eigenvalues 2.9273 1.7987 1.2285 0.9449 0.8220 0.6744 0.5961 0.5264
## Prop. variance 0.2927 0.1799 0.1229 0.0945 0.0822 0.0674 0.0596 0.0526
## Cum. prop. variance 0.2927 0.4726 0.5955 0.6899 0.7721 0.8396 0.8992 0.9518
## PC9 PC10
## Eigenvalues 0.4790 0.0027
## Prop. variance 0.0479 0.0003
## Cum. prop. variance 0.9997 1.0000
summary(expect_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 1.7109 1.3412 1.1084 0.97208 0.9067 0.82122 0.77206
## Proportion of Variance 0.2927 0.1799 0.1229 0.09449 0.0822 0.06744 0.05961
## Cumulative Proportion 0.2927 0.4726 0.5955 0.68995 0.7722 0.83959 0.89920
## PC8 PC9 PC10
## Standard deviation 0.72555 0.6921 0.05149
## Proportion of Variance 0.05264 0.0479 0.00027
## Cumulative Proportion 0.95184 0.9997 1.00000
expect_pca$rotation
## PC1 PC2 PC3 PC4
## Adult Mortality -0.1834960 0.3703644 -0.01041610 0.62257953
## infant deaths -0.4770872 -0.3712794 -0.08404310 0.05506979
## Alcohol 0.2532057 -0.4167450 0.18255591 0.23580006
## percentage expenditure 0.2140378 -0.3834422 0.34580661 0.12594468
## Hepatitis B 0.2649221 -0.0567973 -0.65426151 0.10496091
## Measles -0.3365688 -0.3228056 -0.15791130 -0.01068973
## BMI 0.3179295 -0.2877457 0.15671493 -0.31360244
## under-five deaths -0.4789776 -0.3625045 -0.07115429 0.06951117
## Polio 0.2639952 -0.2314229 -0.58308223 0.06789989
## Total expenditure 0.2124554 -0.1705419 0.13159750 0.64728553
## PC5 PC6 PC7 PC8
## Adult Mortality -0.351776663 -0.410661325 0.006840613 -0.17821310
## infant deaths 0.055199591 -0.040233504 -0.339430463 -0.02641364
## Alcohol -0.389050398 -0.378992608 0.034806248 0.28550238
## percentage expenditure -0.416255561 0.513983441 -0.027196893 -0.37429860
## Hepatitis B -0.009123371 0.001912539 -0.113222919 -0.60601595
## Measles 0.016614222 -0.057324250 0.856638622 -0.13336166
## BMI 0.235921412 -0.627446408 -0.068997207 -0.27042754
## under-five deaths 0.046955972 -0.048132459 -0.357483845 -0.02482776
## Polio -0.152691104 0.078832447 -0.023914423 0.53310198
## Total expenditure 0.683403002 0.128117745 0.054887611 0.05427242
## PC9 PC10
## Adult Mortality 0.342255320 0.0105228852
## infant deaths 0.022933151 0.7094653595
## Alcohol -0.543580842 0.0091310487
## percentage expenditure 0.305660217 -0.0008370615
## Hepatitis B -0.327638935 -0.0025471263
## Measles 0.045680114 -0.0142794538
## BMI 0.407383227 -0.0040672777
## under-five deaths 0.013252633 -0.7043918640
## Polio 0.466677391 -0.0082532569
## Total expenditure 0.008282982 0.0010715226
print(expect_pca)
## Standard deviations (1, .., p=10):
## [1] 1.71092337 1.34116282 1.10839094 0.97208242 0.90665887 0.82121793
## [7] 0.77206427 0.72554886 0.69207207 0.05149214
##
## Rotation (n x k) = (10 x 10):
## PC1 PC2 PC3 PC4
## Adult Mortality -0.1834960 0.3703644 -0.01041610 0.62257953
## infant deaths -0.4770872 -0.3712794 -0.08404310 0.05506979
## Alcohol 0.2532057 -0.4167450 0.18255591 0.23580006
## percentage expenditure 0.2140378 -0.3834422 0.34580661 0.12594468
## Hepatitis B 0.2649221 -0.0567973 -0.65426151 0.10496091
## Measles -0.3365688 -0.3228056 -0.15791130 -0.01068973
## BMI 0.3179295 -0.2877457 0.15671493 -0.31360244
## under-five deaths -0.4789776 -0.3625045 -0.07115429 0.06951117
## Polio 0.2639952 -0.2314229 -0.58308223 0.06789989
## Total expenditure 0.2124554 -0.1705419 0.13159750 0.64728553
## PC5 PC6 PC7 PC8
## Adult Mortality -0.351776663 -0.410661325 0.006840613 -0.17821310
## infant deaths 0.055199591 -0.040233504 -0.339430463 -0.02641364
## Alcohol -0.389050398 -0.378992608 0.034806248 0.28550238
## percentage expenditure -0.416255561 0.513983441 -0.027196893 -0.37429860
## Hepatitis B -0.009123371 0.001912539 -0.113222919 -0.60601595
## Measles 0.016614222 -0.057324250 0.856638622 -0.13336166
## BMI 0.235921412 -0.627446408 -0.068997207 -0.27042754
## under-five deaths 0.046955972 -0.048132459 -0.357483845 -0.02482776
## Polio -0.152691104 0.078832447 -0.023914423 0.53310198
## Total expenditure 0.683403002 0.128117745 0.054887611 0.05427242
## PC9 PC10
## Adult Mortality 0.342255320 0.0105228852
## infant deaths 0.022933151 0.7094653595
## Alcohol -0.543580842 0.0091310487
## percentage expenditure 0.305660217 -0.0008370615
## Hepatitis B -0.327638935 -0.0025471263
## Measles 0.045680114 -0.0142794538
## BMI 0.407383227 -0.0040672777
## under-five deaths 0.013252633 -0.7043918640
## Polio 0.466677391 -0.0082532569
## Total expenditure 0.008282982 0.0010715226
# Sample scores stored in expect_pca$x
expect_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -1.855758e+00 1.687076e+00 1.9961174531 8.220404e-01 1.3024727289
## [2,] -1.287598e+00 1.195032e+00 0.7268568231 1.023380e+00 0.9275501459
## [3,] -1.242828e+00 1.140718e+00 0.5634953685 1.024869e+00 0.8889705885
## [4,] -1.232518e+00 9.780635e-01 0.3352394283 1.190818e+00 0.9578387440
## [5,] -1.317148e+00 1.021655e+00 0.2224420302 1.033509e+00 0.7635540456
## [6,] -1.235920e+00 9.637792e-01 0.4233389718 1.431254e+00 1.1399104699
## [7,] -1.348377e+00 9.572030e-01 0.5643788429 1.490197e+00 1.2245658806
## [8,] -1.427810e+00 1.077474e+00 0.4567666417 1.231600e+00 0.8764551724
## [9,] -1.621394e+00 1.245731e+00 0.4131638049 8.227747e-01 0.3851755503
## [10,] -1.656870e+00 1.208026e+00 0.5392559994 1.019067e+00 0.6216314742
## [11,] -1.510240e+00 1.124020e+00 0.5629424146 1.373170e+00 1.0082246340
## [12,] -2.108556e+00 1.686133e+00 1.9291730520 1.262237e+00 1.3815223239
## [13,] -1.730621e+00 1.315864e+00 1.0363174785 1.387264e+00 1.1390003021
## [14,] -1.536128e+00 5.326781e-01 1.1261776883 -3.756624e-01 1.6751218515
## [15,] -2.229513e+00 1.273666e+00 1.0512977559 1.182798e+00 0.8225559888
## [16,] -2.271611e+00 1.451616e+00 1.4167293464 1.291576e+00 0.9941587983
## [17,] 1.144366e+00 -4.386693e-01 -0.7242171960 -6.947154e-01 0.4441739732
## [18,] 1.194106e+00 -6.074743e-01 -0.6723999363 -1.051102e+00 0.5852786730
## [19,] 1.089299e+00 -3.951852e-01 -0.7366403518 -7.024226e-01 0.2663813331
## [20,] 1.089974e+00 -4.094601e-01 -0.7329132474 -6.801691e-01 0.1992865085
## [21,] 1.103682e+00 -4.320160e-01 -0.7168022820 -6.101368e-01 0.1929752497
## [22,] 9.951368e-01 -2.910948e-01 -0.8267563499 -7.197759e-01 0.1676670294
## [23,] 1.071376e+00 -4.194679e-01 -0.6723652423 -5.357420e-01 0.1772956943
## [24,] 1.168976e+00 -6.043220e-01 -0.7883430366 -9.717871e-01 0.5268878676
## [25,] 1.150529e+00 -5.790558e-01 -0.7599959995 -8.591987e-01 0.5663645598
## [26,] 2.122967e-01 4.267173e-01 -1.1120469796 2.250874e-01 -0.2591957865
## [27,] 1.064604e+00 -4.708718e-01 -0.7414978844 -8.261712e-01 0.5893417184
## [28,] 1.076421e+00 -4.605785e-01 -0.7760472119 -7.423805e-01 0.6556655263
## [29,] 9.753023e-01 -3.491830e-01 -0.7653387409 -7.931854e-01 0.6888852352
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## [608,] -2.584628e-01 -1.156225e-01 4.4384465890 -2.853736e-01 1.1641851854
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## [610,] -1.484647e-02 5.645301e-01 0.6826176070 -2.859537e-01 0.5318976947
## [611,] 3.194109e-01 3.574774e-01 -0.1299270654 -1.337010e-01 0.4288047500
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## [641,] 1.360391e-01 5.660155e-01 -0.7637334986 1.186723e+00 -0.7209746003
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## [647,] -5.931923e-01 1.212036e+00 1.8007255591 2.267961e-01 0.1438422273
## [648,] -5.984049e-01 1.119623e+00 1.4270596521 1.180264e-01 1.1755597574
## [649,] 1.264163e-01 3.647454e-01 0.8827384758 7.773434e-01 0.6642608623
## [650,] 2.571660e-01 5.405020e-01 -0.9766764745 1.167986e+00 0.5999851225
## [651,] 1.209916e+00 -5.503775e-01 -0.5875037091 -6.472119e-02 1.6158729462
## [652,] 1.060797e+00 -1.933297e-01 -0.5597068611 8.063120e-01 1.3983220185
## [653,] 8.893029e-01 -1.497896e-02 -0.7015037291 4.644450e-01 1.1031968917
## [654,] 8.937896e-01 -4.439557e-02 -0.6619058175 4.775949e-01 0.9856840125
## [655,] 9.106735e-01 -5.170341e-02 -0.6508567357 6.043225e-01 1.0937539020
## [656,] 7.526210e-01 5.642824e-02 -0.4588393110 4.701340e-01 0.9838319510
## [657,] 9.173498e-01 -3.345776e-01 -0.5360912888 -3.626979e-01 1.2180229509
## [658,] 6.792733e-01 1.219005e-01 -0.5975607358 3.032948e-01 0.7240208331
## [659,] 7.610979e-01 7.442009e-02 -0.7714034848 4.001822e-01 0.7327190089
## [660,] 6.462444e-01 1.590219e-01 -0.5802318782 4.038743e-01 0.7941816010
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## [662,] -2.623167e-03 7.482167e-01 -0.9693757270 8.582232e-01 0.1470436523
## [663,] 5.394810e-01 2.919934e-01 -0.8863410401 1.829052e-01 0.4824621559
## [664,] 3.425381e-01 4.593963e-01 -0.5736967389 9.202181e-02 0.4750803180
## [665,] -1.025484e+01 -7.174373e+00 -2.7837098096 7.434554e-01 0.5063746173
## [666,] -9.321905e+00 -5.215140e+00 0.0476585781 5.545827e-01 0.4232605008
## [667,] -9.300770e+00 -6.492732e+00 -1.7489834574 3.224197e-02 0.9282733112
## [668,] -1.067060e+01 -6.592056e+00 -1.3132221252 7.914125e-01 0.4883685950
## [669,] -1.141652e+01 -6.962797e+00 -1.1799973860 8.431062e-01 0.5764089282
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## [671,] -1.281375e+01 -8.443763e+00 -1.1566033703 2.542611e-02 1.3277679101
## [672,] -1.370871e+01 -8.734513e+00 -0.6147693341 -1.409109e-02 1.4136248173
## [673,] -1.519753e+01 -9.963410e+00 -1.0699036837 5.945526e-02 1.5414752901
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## [675,] -1.598992e+01 -9.546620e+00 -0.8719810138 1.052225e+00 1.1323696342
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## [685,] -2.378920e+00 -4.209928e-01 -0.5502820494 -1.600522e+00 0.0088585079
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## [687,] -3.889271e+00 5.197889e-01 1.1307312494 -1.023076e+00 -0.0573053244
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## [701,] -4.860992e-01 -3.874916e-02 0.4978767839 -1.467003e+00 1.1499284486
## [702,] 1.741654e+00 -1.334546e+00 -0.0559297244 6.324151e-02 0.3824429002
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## [706,] 1.762412e+00 -2.175554e+00 2.0630528066 5.280216e-01 -0.3378362091
## [707,] 1.802792e+00 -1.493271e+00 0.2844366276 -4.779378e-01 0.5291858750
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## [711,] 1.175754e+00 -4.170822e-01 -0.5326585003 -5.873814e-01 1.1529950017
## [712,] 1.205382e+00 -4.380705e-01 -0.5656319992 -5.333778e-01 1.1493773201
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## [742,] -1.258334e+00 1.227119e+00 3.7093108969 -1.185400e+00 0.7026369663
## [743,] 5.560112e-01 2.262284e-01 -0.5660561413 -5.060591e-01 0.1995954414
## [744,] 5.325385e-01 2.430898e-01 -0.6761863156 -6.114074e-01 -0.0074085993
## [745,] 7.831485e-01 -1.869997e-01 -0.9344304507 -1.393787e+00 0.0873348281
## [746,] 5.958521e-01 2.603285e-01 -1.0139677202 -5.258280e-01 -0.1455518022
## [747,] 5.772463e-01 2.541847e-01 -0.9001286233 -4.564297e-01 -0.1730634849
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## [749,] 9.804026e-01 -4.029605e-02 -0.7928728038 -4.711049e-01 1.3328506914
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## [752,] 1.026767e+00 -6.870428e-02 -0.7561644772 -1.519373e-01 1.5720004127
## [753,] 1.100567e+00 -2.070950e-01 -0.6292597532 -7.640268e-02 1.4089118714
## [754,] 3.199044e-01 5.130423e-01 -1.0056427209 1.115111e+00 1.0879643428
## [755,] 2.099485e-01 6.131948e-01 -1.0553761910 9.063507e-01 0.8797305572
## [756,] 1.171820e+00 -4.132039e-01 -0.7075071626 -5.989899e-01 1.7266710438
## [757,] 1.035939e+00 -9.885519e-02 -0.7079677726 7.551273e-02 1.5611395518
## [758,] 9.171507e-01 2.776919e-02 -0.6140992903 9.633305e-02 1.6515503842
## [759,] 9.647134e-01 -1.232286e-02 -0.5841404290 2.734150e-01 1.8316329467
## [760,] 9.844338e-01 -3.984598e-02 -0.6752226803 2.241773e-01 1.6529728971
## [761,] 9.789862e-01 -4.133425e-02 -0.5414913618 3.839985e-01 1.8023605123
## [762,] 1.027284e+00 -6.669523e-02 -0.6399290079 4.810179e-01 1.8410359624
## [763,] 9.063111e-01 2.100695e-02 -0.4870956365 4.027955e-01 1.7842027660
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## [765,] 9.738053e-01 -4.938007e-01 -0.8326873638 -1.209515e+00 -0.1012592432
## [766,] -3.471376e-02 6.450301e-01 -1.0525085289 4.666628e-01 -1.2445721992
## [767,] 7.175073e-01 1.587359e-02 -0.8355303058 -1.034449e-01 -0.6363693125
## [768,] 6.535697e-01 1.028418e-01 -0.8488871392 -8.617466e-02 -0.7045836717
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## [771,] 4.250175e-01 2.525888e-01 -0.5846245234 -1.049543e-01 -1.3835792292
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## [773,] 1.160606e-02 -3.101566e-01 -0.9403691664 3.240064e-01 -0.8877862606
## [774,] 3.973713e-01 2.759407e-01 -0.9767587234 7.569588e-02 -1.0088302349
## [775,] 4.469044e-01 3.559429e-01 -0.9611870996 -8.268178e-03 -1.0790757391
## [776,] 3.288310e-01 4.369709e-01 -0.7664307453 -1.097824e-01 -1.0381514569
## [777,] 2.610644e-01 5.258697e-01 -0.8168260071 -1.262811e-01 -1.0520591255
## [778,] 3.770841e-01 4.308957e-01 -0.8822385066 1.571426e-01 -0.9307184716
## [779,] -6.574216e-01 8.868714e-01 -1.0368354260 4.378480e-01 -0.0041144805
## [780,] -8.468347e-01 9.717405e-01 -1.1625234737 8.216049e-01 -0.4607023905
## [781,] -8.705957e-01 1.000960e+00 -1.2005208300 8.368942e-01 -0.4993630121
## [782,] -6.763702e-01 7.023247e-01 -1.2559018026 5.742694e-01 -0.4155792638
## [783,] -2.707700e+00 2.034589e+00 3.1948724850 -3.179200e-01 -0.1957806834
## [784,] -1.017996e+00 1.048992e+00 -0.9189293959 4.305737e-01 -0.7770933078
## [785,] -1.119690e+00 1.138419e+00 -0.9146513002 4.663762e-01 -0.9142418035
## [786,] -1.298767e+00 1.218373e+00 -0.3743792224 7.666918e-01 -0.6397352423
## [787,] -2.192131e+00 1.509592e+00 1.4078373940 4.676217e-01 -0.8569728128
## [788,] -2.304734e+00 2.185446e+00 1.5127450610 7.026122e-01 -0.4462273941
## [789,] -1.643608e+00 1.613611e+00 -0.1537408144 9.572262e-01 -0.9366835577
## [790,] -1.633568e+00 1.581363e+00 -0.2008913091 1.045131e+00 -0.9253811299
## [791,] -1.453611e+00 1.421488e+00 -0.6943519051 1.157278e+00 -0.9744831549
## [792,] 3.101737e-01 2.179489e-01 0.0313790221 -3.150666e+00 0.1017388646
## [793,] 6.217380e-01 1.106900e-01 -0.7918591202 -2.940741e+00 -0.0750762227
## [794,] 6.337422e-01 9.725508e-02 -0.7818162745 -2.861281e+00 -0.0301330099
## [795,] 6.914547e-01 4.531272e-02 -0.8859911362 -2.794103e+00 -0.0701476654
## [796,] 6.451637e-01 6.484922e-02 -0.7867814204 -2.773247e+00 -0.0400534311
## [797,] 1.464752e+00 -6.316691e-01 0.2663892744 2.190273e-01 3.1727890841
## [798,] 1.313023e+00 -5.274846e-01 0.5962308741 1.425294e-01 3.2590409197
## [799,] 1.529979e+00 -3.138329e-01 -0.1548074381 1.625309e+00 2.9822286059
## [800,] 2.542416e-01 6.866524e-01 -0.4746479953 -1.723727e+00 -0.4309505115
## [801,] -7.875316e-01 1.028251e+00 1.9444818063 -2.179743e+00 -0.4356930634
## [802,] -3.508836e-01 1.087904e+00 0.6548968422 -2.022201e+00 -0.4074384328
## [803,] -3.115530e-01 1.184087e+00 0.0186504238 1.493292e+00 1.2564515138
## [804,] 8.734086e-01 1.481512e-01 -0.1209539930 3.500212e-01 1.5978232610
## [805,] 8.203643e-01 2.347173e-01 -0.0766590438 3.521610e-01 1.5959411743
## [806,] -1.009872e+00 1.330027e+00 3.8433935026 -4.285384e-01 1.9046889015
## [807,] -1.135389e-01 8.644371e-01 -0.7612452342 2.590870e-01 -0.2196377637
## [808,] 3.787553e-01 1.100944e-01 -0.6844216134 7.536561e-01 -0.9873336308
## [809,] 4.824502e-01 -7.094161e-01 2.2339478242 -3.003184e-01 -0.5006236864
## [810,] 1.157964e+00 -5.902377e-01 -0.0938495798 2.089037e-02 -0.1793195323
## [811,] 1.544009e+00 -1.268404e+00 0.0873220735 -5.287118e-01 0.1476767696
## [812,] 1.361658e+00 -8.274943e-01 0.0171528463 3.990659e-01 -0.2622412669
## [813,] 1.341577e+00 -7.771765e-01 -0.1085305473 4.780793e-01 -0.3548253396
## [814,] 1.333326e+00 -7.476519e-01 -0.0389953465 7.283297e-01 -0.2885009569
## [815,] 1.348236e+00 -7.493036e-01 -0.0833852566 6.725222e-01 -0.4719231635
## [816,] 1.254952e+00 -5.215693e-01 -0.5364244078 4.222487e-01 -0.3043242828
## [817,] 1.458798e+00 -9.690922e-01 -0.5418554277 -5.455185e-01 0.3750474209
## [818,] 1.417162e+00 -9.466459e-01 -0.4867021329 -6.350794e-01 0.2237068607
## [819,] 1.084410e+00 -2.862087e-01 -0.5530822929 2.989778e-01 -0.1703544132
## [820,] 9.696932e-01 -1.433881e-01 -0.5291361480 2.558101e-01 -0.1435142291
## [821,] 9.649882e-01 -1.809585e-01 -0.4765955597 1.792930e-01 -0.1960835830
## [822,] 5.503592e-01 1.651535e-01 0.2423530667 -9.318419e-01 1.1187074706
## [823,] 4.951945e-01 1.264742e-01 0.2003787057 -8.787911e-01 1.2250651634
## [824,] 6.164341e-01 9.671262e-02 0.2825030535 -7.637039e-01 1.2789383211
## [825,] 7.077301e-01 -6.030526e-02 0.4230164089 -6.694557e-01 1.1471147050
## [826,] 7.016052e-01 -4.992244e-02 0.4175474327 -6.383864e-01 1.1651997897
## [827,] 6.185264e-01 1.125702e-01 0.2716025771 -6.154805e-01 1.4095743772
## [828,] 7.348508e-01 1.525352e-02 0.3548675151 -2.250223e-01 1.7563538252
## [829,] -2.746323e-02 1.678778e-01 2.2118431519 -4.602003e-01 1.8446402099
## [830,] 8.751121e-01 -4.051934e-01 0.5219956233 -6.240750e-01 1.9321481979
## [831,] -4.782806e-02 4.402126e-01 0.1455657191 1.840692e-01 1.1025646579
## [832,] -1.368486e-02 4.219194e-01 0.2310798496 3.422250e-01 1.2227807647
## [833,] 8.543229e-01 -3.777858e-01 0.6846128520 -3.930135e-01 1.9856012460
## [834,] 1.348188e-01 3.149826e-01 -0.0131211003 -2.592453e+00 -0.2391107807
## [835,] -1.285048e+00 1.022354e+00 3.6580137946 -2.949407e+00 0.2599712000
## [836,] 2.015886e-01 4.105599e-01 -0.2402044512 -1.916982e+00 -0.5622557369
## [837,] -1.801749e+00 3.023371e+00 1.0191446323 1.352981e-01 -1.3167671686
## [838,] -8.924789e-01 2.258070e+00 1.5818062177 2.961332e+00 1.6861128586
## [839,] -3.596087e-01 1.824099e+00 -0.8933404457 3.480669e+00 0.6280194338
## [840,] 5.528824e-01 1.472966e-01 -0.7866900599 1.534209e+00 1.8578493655
## [841,] -7.612281e-01 1.840222e+00 -1.0589200937 6.729107e-01 -2.1033610280
## [842,] -7.026062e-02 1.496490e+00 -0.4524327825 3.091023e+00 0.1631873221
## [843,] -2.743283e-01 1.686844e+00 -0.3607091566 2.937313e+00 -0.1720510987
## [844,] -1.193097e+00 2.035656e+00 1.5845341598 2.711272e+00 -0.3598111071
## [845,] -4.962396e-01 2.003200e+00 -0.6110417666 2.781304e+00 -0.8672780225
## [846,] -6.499978e-01 2.138956e+00 -0.5613448826 2.648910e+00 -1.1771489152
## [847,] -1.467633e+00 2.324643e+00 1.4786120398 2.419103e+00 -0.8576590401
## [848,] -2.255195e+00 3.061321e+00 3.2793119108 2.195274e+00 -0.2259768420
## [849,] -2.109643e+00 2.328326e+00 2.1636119657 -1.044930e+00 -1.1155253815
## [850,] -2.536228e-01 1.119540e+00 0.1225349724 1.191158e+00 1.2102077559
## [851,] -2.506205e+00 2.570705e+00 3.1342005044 -1.535707e+00 -0.7201588321
## [852,] 1.565382e-01 5.912772e-01 0.3152815050 2.034246e+00 1.3880064815
## [853,] -2.564417e-01 6.458277e-01 1.2320667041 2.103413e+00 1.6224667594
## [854,] 3.615494e-01 3.729559e-01 0.6313832959 2.961205e+00 2.2517726728
## [855,] 6.029184e-02 6.119115e-01 0.6219387617 2.265338e+00 1.4861017795
## [856,] 1.886380e+00 -1.680764e+00 0.4565535762 5.835020e-01 -1.0293815397
## [857,] 1.818720e+00 -1.579935e+00 0.4247570183 6.171199e-01 -0.9763704923
## [858,] 9.396783e-01 -7.718864e-01 -0.0295740466 1.489211e+00 -1.5693051748
## [859,] 1.029141e+00 -9.744589e-01 -0.1558314274 6.206316e-01 -0.8170878007
## [860,] 8.676686e-01 -5.222117e-01 -0.2216727534 1.760984e+00 -0.9551502407
## [861,] 1.708919e+00 -1.251472e+00 0.0612098435 8.097435e-01 -0.4128797089
## [862,] 1.667701e+00 -1.253810e+00 0.1566847671 7.984318e-01 -0.9590702252
## [863,] 1.876956e+00 -1.744798e+00 0.1188523381 -3.193753e-01 -0.4474188898
## [864,] 1.325722e+00 -7.288419e-01 -0.1698917417 5.452864e-01 -0.6110419079
## [865,] 1.357052e+00 -8.397948e-01 -0.0283148234 4.417527e-01 -0.8481439329
## [866,] 5.148351e-01 -3.374693e-01 2.0101384659 -9.120491e-01 0.4456479708
## [867,] 1.510172e+00 -1.162318e+00 -0.1378940431 -4.898054e-01 0.2015355670
## [868,] 1.596890e+00 -1.291220e+00 -0.1941899093 -4.705361e-01 0.0540473075
## [869,] 1.480716e+00 -1.082691e+00 -0.3668223686 -5.899286e-01 0.2112065346
## [870,] 1.513493e+00 -1.142688e+00 -0.2531709449 -6.217597e-01 0.3070505317
## [871,] 2.713275e+00 -3.917363e+00 2.4716012869 1.835070e+00 -4.2490528935
## [872,] 2.620983e+00 -3.743032e+00 2.3274612420 1.842579e+00 -4.0300886372
## [873,] 1.121525e+00 -1.072721e+00 -0.2524084316 6.398777e-01 -0.7400827999
## [874,] 3.680991e+00 -4.873337e+00 3.1334977035 1.218452e+00 -3.7200554414
## [875,] 1.889619e+00 -1.655509e+00 0.2674220881 2.564234e-01 -0.1200218596
## [876,] 1.906495e+00 -1.634302e+00 0.2235408499 3.909537e-01 0.0392686300
## [877,] 3.982259e+00 -5.467017e+00 3.5362165736 1.055565e+00 -4.0146014151
## [878,] 1.482935e+00 -1.133551e+00 0.0093606073 -7.501454e-02 0.0157505085
## [879,] 3.526647e+00 -4.548535e+00 2.7521937202 1.348466e+00 -3.3282935509
## [880,] 1.936609e+00 -1.714693e+00 0.0079820361 2.471174e-02 0.2644280019
## [881,] 3.196077e+00 -3.940142e+00 2.2297726558 1.336172e+00 -2.5659260628
## [882,] 2.884658e+00 -3.421261e+00 1.7333485819 1.049875e+00 -2.2144134422
## [883,] 1.825501e+00 -1.473726e+00 -0.0323044762 6.020665e-01 0.0964002449
## [884,] 2.487243e+00 -2.893963e+00 1.5115763389 8.323487e-01 -1.8154471547
## [885,] 2.449510e+00 -2.971522e+00 1.8250204306 8.784702e-01 -1.9126443063
## [886,] -1.354467e+00 1.719012e+00 -0.3061086784 -2.371309e-01 -0.6823817344
## [887,] -6.373508e-01 7.017934e-01 -0.0800545004 -1.247253e+00 0.2159363524
## [888,] -1.748404e+00 1.552935e+00 1.6174786392 -6.610594e-01 -0.5471227429
## [889,] -9.850188e-01 1.333401e+00 -0.0736210491 -1.190530e-01 -0.3885994806
## [890,] -2.411358e+00 2.128846e+00 3.3586183276 -3.673074e-01 0.2382074074
## [891,] -9.237305e-01 1.303842e+00 -0.2429973988 1.133450e-01 -0.3112876900
## [892,] -9.780760e-01 1.360705e+00 -0.3095560084 7.606029e-02 -0.3589792908
## [893,] -8.019956e-01 1.238259e+00 -0.6106571138 2.808849e-01 -0.2834691179
## [894,] -8.368343e-01 1.241790e+00 -0.5621920224 3.243286e-01 -0.2462639116
## [895,] -1.730340e+00 2.005641e+00 1.4173458328 1.680756e-01 0.3073407218
## [896,] -2.296946e+00 2.369190e-01 -0.6242606798 1.957362e-01 -0.2169364274
## [897,] -3.416301e+00 -5.130966e-01 -0.5546629684 9.779634e-02 -0.1528499084
## [898,] -1.828549e+00 1.165364e+00 0.6336232792 2.547376e-01 -0.0744001473
## [899,] -2.004917e-01 1.133731e+00 -0.5375353237 2.610918e+00 1.3530107886
## [900,] -1.113529e+00 1.862555e+00 -1.0850340424 4.931935e-02 -1.5097564533
## [901,] 5.048447e-01 -5.974724e-02 -0.7827017915 1.353406e+00 2.5883500577
## [902,] -8.586107e-02 1.047894e+00 -0.9107253717 3.159062e+00 1.0732764801
## [903,] -5.227599e+00 -1.808036e+00 -2.9794571656 2.254006e-01 -1.7233766309
## [904,] -1.266385e+00 2.017038e+00 -1.3243451097 4.369928e-01 -2.1528662545
## [905,] -1.297868e+00 2.069255e+00 -1.2063235483 7.594717e-01 -2.1167905840
## [906,] -7.629427e-01 1.675146e+00 -0.5908104359 3.037373e+00 0.1008059373
## [907,] -5.912167e-01 1.643915e+00 -1.2057838291 3.176859e+00 -0.1565812291
## [908,] -4.893240e-02 2.354552e-01 -0.9374680665 3.234429e-01 1.1185991154
## [909,] -9.688733e-01 1.842696e+00 -0.9089272702 2.942621e+00 -0.5551850045
## [910,] -1.267462e+00 2.078897e+00 -0.6351015921 2.474822e+00 -0.9101957784
## [911,] -9.160739e-01 6.707658e-01 -0.0158609309 -7.576360e-01 0.2118545810
## [912,] 2.988680e-01 4.635534e-01 -0.9742297064 -8.861354e-01 -0.1389954083
## [913,] 2.137612e-01 6.177816e-01 -1.0990977040 -8.954410e-01 -0.0046052754
## [914,] 1.387679e-01 5.903893e-01 -1.1671593956 -8.994835e-01 -0.0457253635
## [915,] 2.468994e-01 3.234406e-01 -1.1411216146 -1.532050e+00 0.2348174905
## [916,] 1.227734e-01 7.170183e-01 -1.1195498094 -8.973169e-01 -0.0925218832
## [917,] 1.588002e-01 6.410425e-01 -1.0840255313 -8.606894e-01 -0.2005480211
## [918,] 1.001902e-01 6.861319e-01 -1.1476863668 -9.761959e-01 -0.3655960227
## [919,] 7.885011e-02 7.024542e-01 -1.1296926727 -9.260714e-01 -0.3264882507
## [920,] 2.106906e-02 7.435859e-01 -1.0689077463 -9.096238e-01 -0.3025237379
## [921,] -4.745114e-01 1.150887e+00 -1.3872713312 -5.593990e-01 -0.7389974511
## [922,] -1.883978e-01 6.126160e-01 -1.1403063862 -8.498825e-01 -0.2916988562
## [923,] -1.241550e-03 7.774110e-01 -1.1185851504 -7.616633e-01 -0.2464574866
## [924,] 8.988546e-02 4.988642e-01 -1.1010329384 -1.526446e+00 -0.0485993884
## [925,] -1.641495e-01 8.236456e-01 -1.1728707809 -8.628473e-01 -0.4301872077
## [926,] -2.868176e-01 7.296531e-01 -1.4089743600 -8.218796e-01 -0.4274612919
## [927,] 1.281141e+00 -4.771502e-01 -0.4094972686 1.778657e+00 2.4396111012
## [928,] 9.713224e-01 -1.719358e-01 -0.6490472247 1.052154e+00 1.7576243832
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## [1011,] 5.547485e-01 3.429441e-01 -0.7918163352 6.549312e-02 -0.2875109595
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## [1019,] -9.881922e-02 3.854595e-01 -1.0233318730 2.438465e-01 -0.1972366431
## [1020,] 1.181302e-01 7.934751e-01 -0.8340174261 1.379643e-01 -0.3839261213
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## [1098,] 8.083736e-01 3.439919e-02 -0.7121169148 1.281543e-01 0.4870102557
## [1099,] 7.026755e-01 9.464677e-02 -0.5120769884 1.209066e-01 0.4624094377
## [1100,] 7.171433e-01 -1.841628e-01 -0.3328954990 -8.651114e-01 0.8225052164
## [1101,] 4.185273e-01 3.362247e-01 -0.2494673303 -3.306365e-02 0.2117746274
## [1102,] -6.114237e-01 1.199972e+00 1.9453275902 -2.900638e-01 0.7819901912
## [1103,] 3.489211e-01 4.140107e-01 -0.2755804021 -7.374275e-05 0.2375059198
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## [1111,] -1.786528e+00 1.269754e+00 1.5771961687 2.624207e-01 0.3297993628
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## [1135,] -4.277557e-01 1.280773e-01 4.4714971161 -2.257570e-01 1.0865394853
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## [1142,] 7.334588e-01 -1.452970e-01 0.0006457054 -2.930171e-01 0.3488214301
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## [1144,] 2.410029e-01 3.298365e-01 -0.5055622848 8.093201e-01 0.0471870897
## [1145,] 1.158521e+00 -4.598024e-01 -0.2659529885 5.392052e-01 0.9733553161
## [1146,] 1.018082e+00 -2.591470e-01 -0.6022377729 1.802784e-01 0.6737592350
## [1147,] 1.120860e+00 -3.480354e-01 -0.6683263947 3.986174e-01 0.8430401874
## [1148,] 9.889121e-01 -2.318129e-01 -0.6235157153 2.226376e-01 0.7159834399
## [1149,] -6.822763e-01 1.247888e+00 0.5184055579 -5.198657e-01 -0.0244376386
## [1150,] -1.192199e+00 1.905309e+00 1.8434008511 -5.028809e-01 0.5314804042
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## [1152,] -5.077506e-01 1.224747e+00 0.4740642798 -2.075969e-01 0.0540303426
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## [1154,] -4.832938e-01 1.196934e+00 0.1645866783 -3.047419e-01 -0.2054817099
## [1155,] -1.929421e-01 4.546461e-01 0.4661871454 -1.543668e+00 0.5875489802
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## [1157,] -4.800925e-01 1.255316e+00 0.4312879395 2.068307e-01 0.2719345821
## [1158,] -2.614968e-01 4.980967e-01 0.8025751732 -9.897164e-01 1.2002351466
## [1159,] -1.693052e+00 1.842182e+00 2.1239356284 1.279035e+00 0.5945869982
## [1160,] -7.014120e-01 1.231780e+00 0.6299019129 5.588558e-01 0.4884304541
## [1161,] -1.822976e+00 9.712813e-01 2.2247135361 5.645101e-01 0.8307629926
## [1162,] -9.525694e-01 1.403042e+00 1.0712844278 5.396379e-01 0.4807173497
## [1163,] -1.356071e+00 1.542001e+00 0.9354353192 -2.032373e-01 -0.3262393638
## [1164,] 6.536173e-01 2.272890e-01 -0.0309588895 5.275594e-01 1.7808793755
## [1165,] -7.048404e-01 1.112537e+00 1.6896259072 -1.733193e+00 -0.6813128810
## [1166,] 1.661071e-01 3.538227e-01 -0.3094391799 -1.526299e+00 -1.2484024889
## [1167,] 1.158643e+00 -6.934736e-01 0.1066445522 1.415435e-01 1.4636300453
## [1168,] 9.065050e-01 -2.259982e-01 0.0170161957 7.300293e-01 1.0088392494
## [1169,] 7.481379e-01 -5.972979e-02 0.1423478259 7.016274e-01 1.1343420862
## [1170,] 7.040363e-01 -5.569986e-02 -0.0722083418 3.540484e-01 0.5617146216
## [1171,] 6.883646e-01 -5.925086e-02 -0.3484111579 5.555920e-02 0.1104090099
## [1172,] 7.377947e-01 -2.512029e-02 -0.6417001274 9.497151e-02 0.1490320428
## [1173,] 7.727490e-01 -8.686538e-02 -0.5462171814 2.306468e-01 0.1558588295
## [1174,] -2.451879e-01 2.429152e-01 1.6111852335 -3.685783e-01 -0.0585657561
## [1175,] 5.277286e-01 5.356784e-02 -0.1483970857 3.997496e-02 -0.0678771407
## [1176,] 3.347012e-01 3.326353e-01 -0.0551328699 -8.670475e-01 0.5589042669
## [1177,] 5.501787e-01 -1.189618e-01 0.3449278388 -6.319101e-01 0.0150006211
## [1178,] 8.465164e-01 -3.123315e-01 -0.4627399259 -5.362633e-01 -0.1391917038
## [1179,] 6.918246e-01 -1.745744e-01 -0.3421461792 -6.278917e-01 -0.1511141742
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## [1181,] 8.770395e-01 -5.021364e-01 -0.4404715328 -1.085472e+00 0.3455175909
## [1182,] -1.456488e-01 6.561584e-01 -0.9698868174 5.536408e-02 -0.6359793101
## [1183,] -1.423830e-01 6.156854e-01 -0.9174560680 3.888918e-03 -0.7217331185
## [1184,] 5.626453e-01 -1.061913e-02 -0.6422238309 -7.323685e-01 -0.2180489863
## [1185,] 2.271379e-01 2.910965e-01 0.0941013495 -6.549134e-01 -0.0126686551
## [1186,] 3.252288e-01 1.938078e-01 -0.2793400132 -6.493192e-01 -0.1479366178
## [1187,] 1.698212e-01 1.607197e-01 -0.0104294488 -6.990435e-01 -0.1780301188
## [1188,] -2.726496e+00 -1.267554e+00 -0.7418552739 -7.027090e-02 -0.3398255116
## [1189,] -5.814826e-01 4.215523e-01 -0.6214936850 9.658588e-02 -0.5583558309
## [1190,] -4.757474e-01 3.461402e-01 -0.6344845659 1.162628e-01 -0.7018311798
## [1191,] -7.048446e-01 2.284160e-01 -0.6838751851 6.632531e-02 -0.7353669616
## [1192,] -9.250426e-01 3.525428e-01 -0.1965546334 2.410638e-02 -0.6430125732
## [1193,] -6.320931e-01 4.617934e-01 -0.5624696859 8.382658e-02 -0.6535178976
## [1194,] -5.249385e-01 4.494797e-01 -0.7618563369 1.245072e-01 -0.6417883413
## [1195,] -6.641943e-01 5.281723e-01 -0.6780470938 -4.726782e-02 -0.7758026773
## [1196,] -1.058412e+00 8.416569e-01 -0.5964702800 2.204555e-01 -0.9908585577
## [1197,] -2.305193e+00 1.715024e+00 2.1634840647 -1.079796e-01 -0.4808242230
## [1198,] -1.299334e+00 6.103433e-01 0.2606946370 -3.712246e-01 -0.9709679993
## [1199,] -1.519922e+00 3.617221e-01 0.0352906046 -3.563474e-01 -0.9514195649
## [1200,] -1.667986e+00 6.265894e-01 0.5202553172 -5.194172e-01 -1.0499888291
## [1201,] -1.631727e+00 5.816341e-01 0.4918102352 -4.330995e-01 -1.0139256849
## [1202,] -2.028045e+00 6.675661e-01 1.5229307777 -5.296522e-01 -0.9291587133
## [1203,] 1.583002e+00 -1.250986e+00 -0.2171709287 -6.301910e-01 0.2345349348
## [1204,] 7.472272e-01 -5.180406e-01 -0.6771782474 2.932569e-01 -0.4472298386
## [1205,] 1.444294e+00 -9.387797e-01 -0.2730292204 4.137307e-02 -0.0325949479
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## [1207,] 1.620453e+00 -1.255986e+00 -0.3216134150 -4.276211e-01 0.3598143464
## [1208,] 1.584665e+00 -1.153485e+00 -0.1078810414 3.445445e-01 -0.1867028261
## [1209,] 1.623158e+00 -1.276506e+00 -0.3350023162 -3.704186e-01 0.3131833605
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## [1211,] 1.315510e+00 -7.520440e-01 -0.5223564936 4.459557e-02 -0.1992030316
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## [1231,] 3.265808e-01 -9.360148e-01 2.0720073986 8.451809e-01 -0.0674649455
## [1232,] 6.415580e-01 -6.830058e-01 0.4562345471 9.521742e-01 0.3011879835
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## [1234,] 1.239083e+00 -8.697980e-01 -0.0047018386 -1.994151e-01 -0.4474380525
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## [1275,] 2.608089e-01 3.214194e-01 1.4841098005 -8.895084e-01 1.5173488785
## [1276,] -2.459378e-01 4.219423e-01 2.6433706121 -1.144073e+00 1.3924223593
## [1277,] 1.572769e-01 4.856494e-01 1.0193075874 -1.371264e+00 0.8935256684
## [1278,] -3.776790e-01 8.120203e-01 2.7672478353 -1.243470e+00 1.2180556395
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## [1632,] -1.931298e+00 2.005590e+00 1.5003147723 9.376735e-01 -1.1236857432
## [1633,] -1.002979e+00 1.755362e+00 -0.4216834320 1.955266e+00 -0.8012838493
## [1634,] -8.736608e-01 1.692942e+00 -0.3640300341 2.531482e+00 -0.4963482577
## [1635,] 4.085296e-02 6.196712e-01 -0.5636929438 1.385462e+00 -0.6065750664
## [1636,] -3.461298e-01 1.031384e+00 -0.9464065021 2.105790e+00 -0.8925130383
## [1637,] -4.166220e-01 1.140413e+00 -1.0143381732 2.207535e+00 -1.0289825193
## [1638,] -1.553185e-01 9.146268e-01 -0.7118210435 1.828686e+00 -0.8905306565
## [1639,] -1.653277e+00 1.173747e+00 1.3097988006 1.468527e+00 -1.1994881123
## [1640,] -9.923081e-01 1.703172e+00 0.3378759252 2.198535e+00 -0.9413782661
## [1641,] -1.133445e+00 2.004599e+00 0.0175032784 2.028392e+00 -1.4018957048
## [1642,] -3.952947e-01 3.644119e-01 0.1750202269 -9.099725e-01 0.0153774364
## [1643,] -2.653178e-01 1.066476e-01 0.4027205234 -1.002928e+00 0.3199722455
## [1644,] -1.275216e+00 2.188138e+00 0.5177901870 2.856085e+00 -1.2236263055
## [1645,] -1.186530e+00 2.171376e+00 0.5443713597 3.104512e+00 -1.0482036349
## [1646,] -2.618531e+00 2.957978e+00 3.5963601853 2.448413e+00 -0.7521980135
## [1647,] -1.716754e-01 2.280840e-01 0.2752839388 -2.403985e-01 0.5382344204
## [1648,] -1.218490e+00 2.310865e+00 -0.0804634739 2.569471e+00 -1.0570682268
## [1649,] -1.083168e+00 2.134311e+00 -0.1727479391 2.750639e+00 -0.7332091075
## PC6 PC7 PC8 PC9 PC10
## [1,] 0.3700534288 -1.836333e-02 -1.5127427827 -1.0509311992 3.958368e-02
## [2,] 0.5460654713 -1.262904e-01 -0.2036458684 0.0780015902 2.125531e-02
## [3,] 0.5818984132 -1.564684e-01 -0.1460784925 0.1171617897 1.827066e-02
## [4,] 0.6100557262 1.912489e-02 -0.1214814285 0.1971592986 1.373110e-02
## [5,] 0.5563971597 5.581423e-03 -0.1244470865 0.1921308182 7.454248e-03
## [6,] 0.6506528028 -5.722619e-02 -0.0953743360 0.1905030813 6.853967e-03
## [7,] 0.6476471845 2.355573e-02 -0.0943331226 0.1633366969 7.720786e-03
## [8,] 0.5808051539 -1.296186e-01 -0.0982604824 0.1605913356 9.515075e-03
## [9,] 0.4753535258 -2.110976e-01 -0.1329985336 0.1556741466 9.413346e-03
## [10,] 0.5072664155 -1.318394e-01 -0.2647718872 0.0353615429 9.167927e-03
## [11,] 0.6065179110 -1.748249e-01 -0.2582963606 -0.0110759014 7.517761e-03
## [12,] 0.4391787000 -1.998541e-01 -1.5284517463 -1.1288403028 3.145612e-02
## [13,] 0.5704948412 -2.033470e-01 -0.6274424078 -0.3553138331 9.546105e-03
## [14,] 1.4552025256 -9.297276e-02 -0.3505432089 -1.2472051525 -9.970355e-03
## [15,] 0.4032865845 4.651031e-01 -0.8709835052 -0.3810884104 7.999232e-03
## [16,] 0.3958240885 3.030576e-01 -1.0711922433 -0.6002260441 1.598845e-02
## [17,] -0.3315946853 -1.721370e-01 -0.1196231925 0.1334560182 -1.606289e-02
## [18,] -0.0733623135 -1.742809e-01 -0.0378162552 -0.0484244754 -2.558775e-02
## [19,] -0.3317577492 -1.762991e-01 -0.1241720564 0.1185558538 -1.906563e-02
## [20,] -0.3611587708 -1.710839e-01 -0.0883566777 0.0549023258 -1.792899e-02
## [21,] -0.3533425459 -1.624453e-01 -0.0679776757 0.0196953331 -1.707837e-02
## [22,] -0.4656194371 -1.673242e-01 0.0077087715 -0.0463630759 -1.095381e-02
## [23,] -0.3771665665 -1.494790e-01 0.0003194163 -0.0848737110 -9.088069e-03
## [24,] -0.1196516226 -1.515664e-01 0.1961082993 -0.3707950627 -1.715003e-02
## [25,] -0.1031235494 -1.363969e-01 0.2246627141 -0.3504939726 -1.618332e-02
## [26,] 1.0561198550 2.725816e-02 0.6582815550 -1.0620892474 7.850774e-04
## [27,] -0.0334601567 -1.320805e-01 0.1653205107 -0.3570514943 -1.549097e-02
## [28,] 0.1250616294 -1.360426e-01 0.0969776758 -0.2457804538 -1.696225e-02
## [29,] 0.1067530304 -1.240845e-01 0.1565798604 -0.2615175755 -1.662648e-02
## [30,] 0.2323200729 -1.222290e-01 0.1637656943 -0.1654546077 -1.824981e-02
## [31,] 0.1926049541 -1.204456e-01 0.1852703242 -0.2802023376 -1.674110e-02
## [32,] 0.2992089307 -6.123932e-02 0.1599974213 -0.2263488091 -1.891268e-02
## [33,] 0.2421097823 -2.726407e-01 -0.2746271775 0.5132193665 -9.750539e-03
## [34,] 0.0383863769 -2.660473e-01 -0.4717467545 0.7791379333 -1.541851e-04
## [35,] 0.0066086366 -2.851927e-01 -0.4743786895 0.7400778643 -1.351452e-06
## [36,] -0.0204820758 -2.936314e-01 -0.4819943160 0.7282888240 -2.564284e-04
## [37,] -0.0173207226 -2.941880e-01 -0.4662342116 0.7143831579 -5.653619e-05
## [38,] -0.0127814281 -2.719206e-01 -0.4306813956 0.6748326859 -3.167789e-04
## [39,] -0.1498648290 -2.667836e-01 -0.3636745963 0.6072506940 5.347773e-04
## [40,] 1.3687329143 2.214930e-01 2.2073053431 0.8269601159 1.726515e-02
## [41,] -0.0768313203 1.416780e-01 1.6060127759 1.7600521319 6.848879e-03
## [42,] -0.1854857153 -5.632263e-02 -0.2822313271 0.5872529698 -5.980762e-04
## [43,] 0.3180770372 3.648246e-02 -0.1512059736 0.2676626786 -1.550156e-02
## [44,] -0.9387872256 7.110093e-01 0.1548506251 -0.5409250723 -2.350531e-02
## [45,] -0.8509360805 3.934220e-01 -0.1338005668 -0.6984597949 -2.486221e-02
## [46,] -0.7954746146 6.233632e-03 0.1001989994 -0.5122800893 -2.571672e-02
## [47,] -0.7653992294 -2.508229e-01 0.1572470851 -0.5084833063 -2.443931e-02
## [48,] -0.1496385194 -2.611235e-01 0.4717390992 -0.7522069993 -3.223953e-02
## [49,] -0.6566517551 -9.976786e-02 0.1187978350 -0.4296902472 -3.924295e-02
## [50,] -0.6523962564 -3.856218e-01 -0.0031416549 -0.5093668208 -4.536525e-02
## [51,] -0.5978667548 -3.839734e-01 0.0814490926 -0.2635302276 -5.588437e-02
## [52,] -0.8791797256 -2.045491e-01 -0.1859436677 -0.1088235365 4.638643e-03
## [53,] -0.8157701087 -2.067245e-01 -0.0164067956 0.0074517315 -1.236991e-03
## [54,] -0.4030131033 -1.962623e-01 0.1966217654 -0.2443737224 -3.738559e-03
## [55,] 1.4794976116 9.584999e-03 0.7219801015 -1.3957979978 9.308774e-03
## [56,] -0.9189823335 -1.537336e-01 0.1104308399 -0.2251201197 8.985131e-03
## [57,] -0.5123190701 -1.460621e-01 -0.0600790265 0.0075879900 9.148390e-03
## [58,] -0.5671144430 2.121354e-01 1.8681683217 1.0089452004 1.855655e-02
## [59,] -0.6354952489 -1.231935e-01 0.0695098618 -0.0296398537 7.283529e-03
## [60,] -0.6065277839 -1.167158e-01 0.1088215005 -0.0015331788 1.241690e-02
## [61,] -0.7991966450 -1.199734e-01 0.2660651181 -0.1227303015 1.103190e-02
## [62,] -0.2489989155 -9.789563e-02 0.3813575661 -0.3452908046 3.674606e-03
## [63,] -0.7386727210 -1.702468e-02 0.6700634476 0.0579472087 1.014752e-02
## [64,] -0.6195690638 1.174680e-02 0.7463691306 0.1636596832 1.756597e-02
## [65,] -0.0597885986 -1.761777e-01 -0.0015855741 -0.0467905048 -1.910976e-02
## [66,] -0.3840040193 -1.766036e-01 -0.1754546086 0.2486927652 -1.041783e-02
## [67,] -0.3700070778 -1.758427e-01 -0.1563390639 0.2140891753 -1.023098e-02
## [68,] -0.4362725316 -1.894648e-01 -0.1579150023 0.1867304497 -9.398352e-03
## [69,] -0.4037566759 -1.601433e-01 -0.0925933753 0.1738270464 -8.090855e-03
## [70,] 1.0360500596 3.220059e-03 0.4849300284 -0.7472598628 1.929202e-03
## [71,] 1.3476406085 4.647368e-03 0.7159949110 -1.1439098723 -7.030508e-03
## [72,] -0.7061403569 -2.778073e-02 -1.9095622916 -1.5501594236 2.452272e-02
## [73,] -0.3755768974 -6.259754e-02 0.0657641246 0.2086942082 -2.713060e-03
## [74,] -0.3942020253 7.940487e-02 -0.0598328660 0.0678768784 -8.170544e-03
## [75,] -0.2808033160 3.813437e-02 -0.0586865882 0.1382335213 -9.088136e-03
## [76,] -0.2067342565 -1.277560e-01 -0.0446202592 0.2559603877 -9.338212e-03
## [77,] -0.1759234360 -1.208648e-01 -0.0200788369 0.3065462058 -9.611987e-03
## [78,] -0.1555314273 -7.452777e-03 0.5330973747 0.6211006126 -6.908409e-03
## [79,] -0.1459908914 6.009723e-02 0.8586047143 0.7679278703 -4.681053e-03
## [80,] 2.3559246822 -1.725008e-01 -1.8863990941 1.2040978672 -1.078285e-02
## [81,] 2.4559505562 -1.967718e-01 -2.1732432865 1.4662813651 -5.540176e-03
## [82,] 2.4542593442 -1.909192e-01 -2.1276332040 1.4519071777 -5.490853e-03
## [83,] 2.2196672314 -1.841217e-01 -1.9754103028 1.2685420971 -4.402045e-03
## [84,] 1.5956539584 -1.579854e-01 -1.5037806576 0.8640495830 -2.542468e-03
## [85,] 1.1145417749 -1.277255e-01 -1.1709555323 0.5253728994 -1.341693e-03
## [86,] 1.4790894230 -1.665261e-01 -1.4632215531 0.7323084831 -1.856031e-03
## [87,] -0.7455803599 -6.095803e-02 0.1556329500 -0.5834745666 -2.939387e-03
## [88,] 0.8444196365 -1.498416e-01 -1.0104239834 0.3503221152 -6.034224e-03
## [89,] -0.7827559641 -6.153638e-02 0.1863724818 -0.6303664926 -3.234446e-03
## [90,] 0.9975936133 1.353140e-01 0.8985686819 -1.6865749033 1.142345e-02
## [91,] 1.9307182777 8.435371e-02 0.2174106672 -1.1487198812 1.032122e-02
## [92,] -0.8579188414 -4.987394e-02 0.2828961992 -0.6837821909 -3.187486e-03
## [93,] 0.0495628824 -8.727035e-02 -0.3822757549 -0.1327720441 -4.819573e-03
## [94,] 1.6160862815 -8.639854e-02 -1.1265077609 0.4502466112 -1.242529e-04
## [95,] -0.7547094350 4.368075e-02 0.5990636549 -0.9469807175 4.477870e-03
## [96,] 1.6857106239 -5.426225e-02 -0.9331130383 0.1461410708 -1.885704e-03
## [97,] 1.0926910375 -2.583986e-01 -1.3394152562 0.3592039394 1.077386e-04
## [98,] 1.3519165415 -7.470552e-03 -0.9326759645 0.2079399634 6.643773e-03
## [99,] 1.6110255253 -5.586293e-03 -1.1191934009 0.3966232879 6.216633e-03
## [100,] 1.1084229952 -1.971466e-01 -1.3517137627 0.3043890147 2.656676e-03
## [101,] 1.0426840197 -2.333532e-01 -1.0252863964 -0.0979595826 -1.822222e-03
## [102,] -1.3385556771 -1.042977e-01 0.4403062055 -1.1944801007 8.604254e-03
## [103,] 0.4154717222 -2.072485e-01 -0.8139934467 -0.1402666385 4.927437e-03
## [104,] 0.2497553309 -1.799056e-01 -0.6856657845 -0.2486131427 6.162782e-03
## [105,] -1.1577197387 -9.939268e-02 0.3701958955 -1.0822610855 8.439033e-03
## [106,] 0.0856374178 -1.547661e-01 -0.2325429167 -0.7622560769 1.898349e-03
## [107,] 1.1480465181 1.732638e-01 1.2468027547 -1.0375983554 2.146210e-02
## [108,] 1.0519374954 2.554138e-01 1.2967805962 -1.2562820470 2.945538e-02
## [109,] 0.1534102950 -1.791419e-01 -0.3290867558 0.7566256953 -1.649164e-02
## [110,] 1.3430520462 -9.542752e-04 0.4313009707 -0.4874978695 -2.197433e-03
## [111,] 0.1160690895 -1.650473e-01 -0.3067872143 0.6959873850 -1.382036e-02
## [112,] -0.0726188775 -1.321214e-01 -0.0883850211 0.4426365217 -8.352235e-03
## [113,] 0.3010600140 2.127658e-01 1.7471136148 0.9659657294 -7.711483e-03
## [114,] -0.1133844037 -5.497282e-02 0.0698462289 0.3581628229 2.719273e-03
## [115,] -0.0598438565 -7.226226e-02 0.0930951535 0.6166111618 9.792906e-04
## [116,] 0.4107135477 -3.206575e-02 0.3425633632 0.2679522471 -1.179907e-02
## [117,] -0.2323222907 1.436685e-01 -1.3198267087 -0.7359606735 2.774444e-02
## [118,] 0.1021659397 2.098123e-01 0.4570833787 0.8104225174 1.825980e-03
## [119,] 0.1319589079 3.712566e-01 1.5073301688 1.3211473020 2.072853e-03
## [120,] 0.0917769267 2.302368e-01 0.3908596246 0.7567649692 6.854253e-04
## [121,] -0.2500144027 6.602708e-01 -0.2683501547 -0.1598731779 2.213445e-02
## [122,] 0.8321479588 -6.435655e-01 -0.0191245413 0.0207354529 3.803036e-02
## [123,] 0.8523289587 -6.757125e-01 -0.0234827669 0.0157180309 3.528236e-02
## [124,] 0.8958686977 -5.315324e-01 -0.0239495214 0.0072385297 3.663567e-02
## [125,] 1.2641679612 -2.971727e-01 0.0922587974 -0.3081618421 1.357427e-02
## [126,] 0.9027625398 -7.240579e-01 -0.0108678221 -0.0047714216 3.183456e-02
## [127,] 0.8786891996 -8.121986e-01 -0.0224237450 0.0105392196 3.145412e-02
## [128,] 0.8599627530 -6.945814e-01 -0.0473045242 0.0078414732 2.614757e-02
## [129,] 0.8517455610 -7.280307e-01 -0.0324479040 0.0260584755 2.013270e-02
## [130,] 0.8329470733 -4.665475e-01 0.1155699571 0.1299930262 1.512748e-02
## [131,] 0.7042239292 1.328519e+00 0.7972085253 0.7231659695 -1.855436e-02
## [132,] 0.7570410197 4.506652e-02 1.6770825541 0.9553378928 5.692230e-03
## [133,] 0.5086786642 -3.960953e-01 0.0051846373 -0.6272884855 3.470341e-02
## [134,] -1.5335937481 -1.006340e-01 0.1390447796 -0.5898142121 1.516564e-02
## [135,] -0.9565280788 -8.899965e-02 0.4809047263 -1.1750053968 -2.093541e-03
## [136,] -0.3283023984 1.070994e-01 1.3075216562 -2.2318449720 2.718464e-02
## [137,] -2.0287957575 -8.604387e-02 0.4013547698 -1.0383761409 2.095719e-02
## [138,] -1.9132217378 -7.766975e-02 0.4854100890 -0.7881141415 1.433014e-02
## [139,] -1.6779370387 -6.060809e-02 0.3332282505 -0.7097954206 1.459274e-02
## [140,] -1.7437454600 -8.048222e-02 0.3471172814 -0.7954075611 2.123833e-02
## [141,] -1.9888529181 5.560768e-02 -1.6088704192 -2.5047932291 5.414877e-02
## [142,] -1.6023063921 -6.868012e-02 0.1998270904 -0.5274473771 1.875243e-02
## [143,] -1.5244238221 -8.017830e-02 0.1640469837 -0.3447537539 1.615826e-02
## [144,] -1.6041594788 -7.781097e-02 0.2690524273 -0.4898938312 1.769095e-02
## [145,] -1.6985910109 1.573554e-01 0.1327586639 -0.7721282853 3.745286e-02
## [146,] -1.6182970611 -7.573265e-02 0.2478704699 -0.4742357351 1.942184e-02
## [147,] -1.4698686319 -5.286750e-02 0.3322330932 -0.2486844151 1.614111e-02
## [148,] -1.6723583227 3.342435e-01 2.5298044205 0.5200433400 2.908856e-02
## [149,] 0.4775932346 -3.239767e-01 -1.1574634066 0.3494977117 -8.490544e-03
## [150,] -1.3235141995 -2.329214e-01 0.1623739082 -0.6668319364 -7.096396e-03
## [151,] -1.1682601063 -2.402538e-01 0.0531036038 -0.4507240611 -1.085504e-02
## [152,] -0.9307467003 -2.012390e-01 0.1393663114 -0.6499310471 -1.687685e-02
## [153,] -1.1924674167 -2.456606e-01 0.0601733818 -0.4852705365 -9.749956e-03
## [154,] -1.1659469295 -2.413019e-01 0.0505112736 -0.4557590631 -9.628068e-03
## [155,] 1.1628353598 -1.412884e-01 -1.1124920326 0.6573881944 -8.281638e-03
## [156,] 0.9812076209 1.544798e-01 1.0986605800 -1.5259220177 5.736289e-03
## [157,] 2.3641215230 7.935546e-02 0.1038738437 -0.7757275275 5.050562e-03
## [158,] 2.0886321764 1.799233e-01 0.6601617278 -0.8596069365 1.107881e-02
## [159,] 0.4267040048 5.011660e-02 0.1734775621 0.4431394225 7.187703e-03
## [160,] -0.8614548905 1.179043e-01 1.1087033803 -0.2591204411 2.218997e-03
## [161,] -0.9686488385 3.523737e-01 2.5022747792 0.4488541989 1.406028e-02
## [162,] 0.1511497887 3.087918e-01 2.0654530068 0.6641654825 3.854370e-03
## [163,] -0.6727657046 3.424181e-01 2.6330973676 0.1937584780 6.531843e-03
## [164,] 0.8879571311 4.757679e-02 0.5281882526 -0.9229877376 9.590751e-03
## [165,] -0.0049481777 -1.150243e-01 0.1565167272 -0.4501471650 -1.288758e-02
## [166,] -0.5710794571 -1.258917e-01 -0.0665581169 0.0015951882 3.257491e-04
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## [724,] 0.9517640147 -1.169875e-01 -0.7451012676 0.4019906870 -1.268455e-02
## [725,] 1.1795560997 2.792729e-01 -0.9743017413 0.5923877079 -2.084295e-02
## [726,] 1.1697123885 -1.213902e-01 -0.8555357354 0.5266189155 -1.381351e-02
## [727,] 2.6987836397 7.217226e-02 -0.1714048749 -0.4835870230 2.719993e-03
## [728,] -0.6128071535 6.693955e-02 0.2203271412 -0.3737438351 -6.237192e-03
## [729,] 0.8543420675 -1.328221e-01 -0.8374595861 0.4636953768 -6.316780e-03
## [730,] -0.5109639458 -3.393238e-02 0.2148241207 -0.3643789436 -3.513019e-03
## [731,] 0.6589784621 -1.207634e-01 -0.6201668090 0.2966058784 -4.369437e-03
## [732,] 0.5630467479 -8.021494e-02 -0.5499783246 0.2002124573 -8.469648e-03
## [733,] 0.2358167613 8.152574e-01 -0.4888745576 0.0891267734 -2.150929e-02
## [734,] 0.0826919590 6.936083e-01 -0.3501155773 -0.0547946407 -1.853988e-02
## [735,] -0.7411323034 -5.543563e-02 0.4204433471 -0.6637630507 -2.544915e-03
## [736,] -0.7419466645 6.698150e-02 0.4507291284 -0.6402954856 1.404221e-03
## [737,] -0.3492559869 -1.437495e-01 -0.2020240908 0.2793265188 -7.806058e-03
## [738,] -0.4470236546 -1.184522e-01 -0.2853254126 0.0468008795 -4.549190e-03
## [739,] -0.3875015358 -1.474833e-01 -0.1347040565 0.2308054710 -8.660607e-03
## [740,] -0.3958635273 -1.349508e-01 -0.1164831366 0.2129952626 -7.278996e-03
## [741,] 1.1766551175 1.089092e-02 0.4096451539 -0.6694767687 1.282234e-03
## [742,] -0.5792991046 3.203832e-01 -0.1923590509 -0.4250384456 3.173373e-02
## [743,] -0.3327419202 -1.204220e-01 -0.1412101746 0.1502649465 -5.637195e-03
## [744,] -0.3501710385 -1.322629e-01 -0.0652529160 0.1837975142 -6.270032e-03
## [745,] 0.1461512887 -1.820223e-01 0.0847093137 -0.1297876296 -1.999456e-02
## [746,] -0.3248173240 -1.659022e-01 -0.1117645890 0.2011758328 -7.530621e-03
## [747,] -0.2671599330 -1.556207e-01 -0.1582341178 0.1847962526 -6.030234e-03
## [748,] -0.2456921128 1.128065e-01 1.3562708988 1.0222830675 -8.534411e-04
## [749,] -0.2946620909 -2.035145e-01 -0.4686135926 0.8915775173 -1.623915e-02
## [750,] -0.1433742062 -2.049731e-01 -0.5690178167 0.9626955946 -1.648692e-02
## [751,] -0.2185375474 -1.861911e-01 -0.4371616031 0.8666124636 -1.546322e-02
## [752,] -0.1761984492 -1.741328e-01 -0.4172178601 0.8517410849 -1.498377e-02
## [753,] 0.0259655047 -1.802300e-01 -0.5403603673 0.9417840355 -1.486829e-02
## [754,] 1.8043607891 3.938504e-02 0.2505589219 -0.2005648042 -2.775640e-03
## [755,] 1.7431865638 3.092016e-02 0.2956056654 -0.2301516896 -2.675636e-03
## [756,] 0.3335709378 -1.696922e-01 -0.2810787232 0.5337547889 -2.291511e-02
## [757,] 0.0073356369 -1.531130e-01 -0.4033266529 0.8094078149 -1.334559e-02
## [758,] -0.0731444949 -1.252522e-01 -0.3416102165 0.7414540719 -1.123128e-02
## [759,] -0.0041693993 -1.085270e-01 -0.3148777720 0.7239274109 -1.096077e-02
## [760,] 0.0562079649 -1.236645e-01 -0.3587294075 0.7640233832 -1.191724e-02
## [761,] 0.1066202583 -1.024462e-01 -0.3439759593 0.7439345092 -1.033715e-02
## [762,] 0.1374946430 -1.017996e-01 -0.3295114188 0.7487591604 -1.088857e-02
## [763,] 0.1311439124 -8.663090e-02 -0.3031836546 0.7298916118 -9.256369e-03
## [764,] -0.3492797553 -1.501546e-01 0.1794455886 -0.4483448177 -6.881168e-03
## [765,] -0.3490507829 -1.906467e-01 0.1745534442 -0.4658912020 -1.126411e-02
## [766,] 0.5254821218 -9.183858e-03 0.6116594629 -0.8605096765 1.643554e-02
## [767,] -0.8942475840 -1.729035e-01 -0.0760086590 0.0673803708 1.288412e-02
## [768,] -0.9923779485 -1.813513e-01 -0.0600923904 0.0076338641 1.070288e-02
## [769,] -0.7287379434 -2.012523e-01 -0.2151884813 0.1743159885 9.456085e-03
## [770,] -0.9320324976 -2.028260e-01 -0.1623672718 0.0765199006 1.502879e-02
## [771,] -1.1007054819 -1.813891e-01 -0.1749260422 0.0897837475 1.953926e-02
## [772,] -1.1501701219 -1.822148e-01 -0.1015704021 0.1159061009 1.739594e-02
## [773,] -1.0746210683 1.218996e+00 -0.2323207374 0.3096280332 -4.749603e-03
## [774,] -1.0543401164 1.070582e-04 -0.1275713112 0.1478708439 1.288549e-02
## [775,] -1.0294967312 -1.891244e-01 -0.0863348279 0.1072605133 1.561147e-02
## [776,] -0.9222338406 -1.753925e-01 -0.1410045982 0.1489837552 1.565055e-02
## [777,] -0.9604089876 -1.726650e-01 -0.1401842812 0.1718643529 1.142689e-02
## [778,] -0.9239991252 -1.621331e-01 -0.2051203893 0.1400002411 1.793362e-02
## [779,] 0.5347974252 -3.406526e-01 -0.1709571570 0.4389972364 -1.418981e-02
## [780,] 0.9370508187 -2.926405e-01 0.2081079406 -0.1768996332 -3.170210e-03
## [781,] 0.9346028957 -3.222118e-01 0.1858552272 -0.1871139454 -9.658597e-03
## [782,] 0.3023697931 -2.035895e-01 -0.0793403538 0.2533328881 -1.957431e-02
## [783,] -0.1137930250 4.322496e-02 -0.1180245770 -0.4456365791 1.833217e-02
## [784,] 0.0906886354 -2.934788e-01 -0.1049490308 0.2389638622 -2.085795e-02
## [785,] 0.0434073780 -3.069919e-01 -0.1833871165 0.2974848296 -2.467669e-02
## [786,] -0.0138880980 -2.332073e-01 -0.2831025652 0.1415653496 -2.721926e-02
## [787,] -0.1252838622 9.032294e-02 1.3964036516 1.2028782124 -2.431242e-02
## [788,] -0.4237606324 -2.874410e-01 -1.8713001545 -1.0839945883 -6.183829e-03
## [789,] -0.2111555533 -3.723220e-01 -0.2825663941 0.4225419904 -3.464741e-02
## [790,] -0.2064805666 -3.768169e-01 -0.2300768013 0.4627547515 -3.596424e-02
## [791,] -0.1822854038 -3.815795e-01 -0.2903166639 0.4606908238 -4.171175e-02
## [792,] -0.6875106752 -2.652098e-01 -0.5670428105 0.7776410163 -2.880879e-02
## [793,] -0.6885537735 -3.659838e-01 -0.7882232698 0.8241659112 -3.349465e-02
## [794,] -0.6605532342 -3.556775e-01 -0.7337856555 0.8554640902 -3.339423e-02
## [795,] -0.7209232639 -3.539454e-01 -0.6192993240 0.8098802195 -3.306827e-02
## [796,] -0.7019221131 -3.323121e-01 -0.5177801490 0.8584617495 -3.254431e-02
## [797,] -0.0913912036 -4.215137e-02 -0.4272270092 0.7396978509 -2.273261e-02
## [798,] -0.0793827944 -1.788136e-02 -0.5839171488 0.5524698584 -1.943135e-02
## [799,] -0.5469751850 -4.707954e-02 -0.6562134651 1.2647109350 -1.045513e-02
## [800,] -1.2672907975 -2.787716e-01 -0.8612107052 1.1292549150 -1.208225e-02
## [801,] -1.2726771410 9.282786e-02 0.7874328842 1.9668310448 2.531521e-04
## [802,] -1.3246928945 -1.694730e-01 -0.9724730829 0.8894052912 -1.229092e-03
## [803,] 1.2362874687 2.130732e-01 0.3909640427 -0.0994891632 8.829401e-03
## [804,] -0.7105178948 -7.051846e-02 -0.2364954354 1.4734012271 -1.110063e-02
## [805,] -0.7351980045 -8.654604e-02 -0.5512645362 1.2001578230 -8.195480e-03
## [806,] -1.0496681743 3.155221e-01 -0.6406182802 0.5273493977 2.813998e-02
## [807,] 1.7729206244 -7.734751e-03 -0.1136188428 0.0671317656 -6.414143e-03
## [808,] 0.3868252587 8.625959e-02 0.9121184462 -1.5540479668 1.726816e-02
## [809,] -0.9584174692 2.641803e-01 1.8538285082 0.8140406838 1.513008e-02
## [810,] -1.3276681291 -6.457507e-02 0.2638670155 -0.4019112535 7.956539e-03
## [811,] -0.4426533390 -8.897353e-02 0.1937630406 -0.6141882873 -5.895407e-03
## [812,] -0.9473233634 -7.814010e-02 -0.0085148281 -0.1411664963 7.527302e-03
## [813,] -1.4409393592 -5.424379e-02 0.2761018406 -0.5440884574 1.359820e-02
## [814,] -1.5246920696 -2.814456e-02 0.3461343061 -0.5170722912 1.662398e-02
## [815,] -1.1178984391 -7.783169e-02 -0.0111989882 -0.1059437498 1.183458e-02
## [816,] -1.3262279897 -1.016351e-01 0.1369504619 -0.2640210451 8.425596e-03
## [817,] -0.5807320232 -1.124982e-01 0.3624517905 -0.6293648031 -9.791889e-03
## [818,] -0.4346989370 -1.298922e-01 0.2049737662 -0.5033857130 -1.075948e-02
## [819,] -0.9944651779 -1.204705e-01 -0.0928963514 0.1001458485 3.558062e-03
## [820,] -0.9662048191 -1.176840e-01 -0.1252960687 0.2177736202 3.183534e-03
## [821,] -0.9913389305 -1.113126e-01 -0.0703796414 0.1077882226 3.834282e-03
## [822,] -0.4708161580 -1.025018e-01 -0.5776241365 0.4914554549 -1.063020e-02
## [823,] -0.4783190422 4.660830e-02 -0.5594302451 0.4662011035 -1.292613e-02
## [824,] -0.4019790124 -9.211504e-02 -0.5272901100 0.4296811477 -1.003194e-02
## [825,] -0.1859792018 -9.784215e-02 -0.6614221650 0.5353310640 -1.012377e-02
## [826,] -0.1791000854 -9.357041e-02 -0.6473663713 0.5215131309 -9.871696e-03
## [827,] -0.3904293121 -7.275910e-02 -0.4641866637 0.3708900547 -9.121760e-03
## [828,] -0.2999528809 -4.063585e-02 -0.4408583479 0.3772453173 -8.088948e-03
## [829,] -0.2994887955 3.200428e-01 1.3115969865 1.2840749269 -9.623873e-04
## [830,] 0.1764675106 4.753990e-02 -0.3144992470 0.1933380326 -1.685003e-02
## [831,] 1.8700315005 2.053443e-01 0.4016347644 -0.9159407584 -3.787387e-03
## [832,] 1.8935231612 1.952538e-01 0.4850863284 -0.9209461104 -2.127045e-03
## [833,] 0.1726559778 5.099125e-02 -0.1957959862 0.1755857515 -1.288934e-02
## [834,] -0.3498954282 -1.858109e-01 -0.2852992218 0.1111228626 -1.719833e-02
## [835,] -0.4304070451 1.963972e-01 -0.3442872498 -0.4174300265 1.512292e-02
## [836,] -0.5100383266 -2.061448e-01 -0.4458835176 0.4152477097 -1.108911e-02
## [837,] -1.1650753804 -9.993876e-02 -2.7831746161 -0.4037048178 4.578529e-02
## [838,] -0.5767681795 1.865161e-01 -2.5363079450 -0.3898816866 4.954387e-02
## [839,] 0.5864052484 1.421034e-01 -0.2159788354 0.7468126248 2.393682e-02
## [840,] 1.9438072773 1.475340e-01 0.6498660582 -0.8098606867 -9.793377e-03
## [841,] -1.0732610063 6.067803e-02 -0.6220498110 0.9344811063 1.888257e-02
## [842,] -0.7584186161 5.569504e-02 -0.4609094127 0.9970374051 3.089496e-02
## [843,] -0.8985834382 4.967983e-02 -0.5126326982 1.0304313615 3.999594e-02
## [844,] -1.0588157674 3.966019e-01 1.3339958708 2.1559591808 4.488575e-02
## [845,] -1.1552106841 -1.288969e-03 -0.6583628986 1.1934585880 4.323897e-02
## [846,] -1.2636471322 3.560453e-04 -0.5989811802 1.2783324945 4.526487e-02
## [847,] -1.0997497198 3.672478e-01 1.3127708595 2.4224187873 4.626539e-02
## [848,] -1.3314907620 4.087055e-01 -0.7835894010 0.5232012009 7.375413e-02
## [849,] -0.2771032645 2.316564e-01 0.6121314613 0.8991974301 2.648184e-02
## [850,] 0.5057555244 7.005291e-02 -0.1542374190 0.3515364428 1.360355e-02
## [851,] -0.1772742879 2.530392e-01 -0.3247879489 -0.2013988264 3.721103e-02
## [852,] 0.2855450677 1.683563e-01 0.1757682411 -0.1098866376 1.827103e-02
## [853,] 0.2850095988 4.853188e-01 0.7294797555 0.1740097885 1.714980e-02
## [854,] 0.4630122110 2.708262e-01 0.7393406171 0.2082314815 2.162034e-02
## [855,] 0.3063329398 2.153290e-01 0.5645114519 0.0821310942 1.868608e-02
## [856,] -1.2142122240 -7.507698e-02 0.0380524790 -0.6931910173 1.717615e-02
## [857,] -1.2826730254 -6.296429e-02 0.0974498093 -0.6878433112 1.789467e-02
## [858,] 0.4029372258 1.295842e-01 0.8902270268 -1.8586995928 2.933835e-02
## [859,] 1.1597936956 9.902979e-02 0.8882526195 -2.0179549881 1.080274e-02
## [860,] 0.5665382457 1.429359e-01 0.8611321452 -1.5756588728 2.537300e-02
## [861,] -1.1085469274 -6.569804e-02 0.1189098283 -0.3376754652 1.213655e-02
## [862,] -1.2145552321 -8.577419e-02 -0.0441990501 -0.3608931184 1.694118e-02
## [863,] -0.6738265523 -9.836914e-02 0.2837319118 -1.0022965769 7.678619e-04
## [864,] -1.7029991497 -6.443442e-02 0.2578286533 -0.6167359558 1.761148e-02
## [865,] -1.4241211970 -8.731529e-02 0.0414552502 -0.4716870899 1.599482e-02
## [866,] -1.2954893682 4.220823e-03 -1.4836037751 -2.8710453093 3.027974e-02
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## [868,] -0.6754518230 -7.845059e-02 0.4516962839 -0.8237775823 -4.643278e-03
## [869,] -0.7462228981 -9.226158e-02 0.4852687204 -0.8286844988 -6.260300e-03
## [870,] -0.5531176030 -1.023559e-01 0.2375485558 -0.9263886417 -7.083235e-03
## [871,] 5.4022279498 -1.389312e-01 -2.1856013466 1.0036770819 1.853005e-03
## [872,] 5.2073937698 -1.229839e-01 -2.0303825185 0.8892193180 2.387044e-03
## [873,] 1.5286801193 8.447501e-02 0.9014835270 -1.6273823569 4.402138e-03
## [874,] 3.9073986065 -3.224602e-01 -3.1401582743 2.1190199090 -6.735302e-03
## [875,] -0.3638142960 -8.198690e-02 0.0263984558 -0.4183390281 4.037583e-04
## [876,] -0.4053249660 -7.074371e-02 0.0640544237 -0.4750670637 1.077148e-03
## [877,] 4.7170839122 -3.473867e-01 -3.4180840069 2.2640194195 -1.260771e-02
## [878,] -1.0226429429 -3.271610e-02 0.6295052266 -0.7343079578 3.549007e-03
## [879,] 3.4279918427 -2.774891e-01 -2.6569109423 1.8178863249 -4.237287e-03
## [880,] -0.3727803261 -6.058421e-02 0.4314438795 -0.8127508461 -4.068149e-03
## [881,] 2.5549157428 -2.090117e-01 -1.9535972956 1.2527153948 -6.905396e-04
## [882,] 1.8661557290 -1.873143e-01 -1.4871264698 0.8072255146 5.913517e-04
## [883,] -0.8075666339 -2.598438e-02 0.5098591960 -0.8338933068 6.305583e-03
## [884,] 1.1964047229 -1.126807e-01 -0.7745698209 0.4816567246 3.642759e-03
## [885,] 1.2969260331 -7.231024e-02 -0.6150494947 0.6205474905 5.257916e-03
## [886,] 1.0196309284 -8.857222e-02 0.1078192552 -0.2606702025 1.045632e-02
## [887,] 1.1080976010 -1.428991e-01 0.1945301815 -0.5646257884 -1.227437e-02
## [888,] 0.3721426762 1.451159e-01 1.4255501479 0.8143081667 9.947430e-03
## [889,] 0.4192493970 -1.327715e-01 -0.0695998202 0.0102687264 5.383990e-03
## [890,] 0.2028403384 2.397493e-01 -0.0590038099 -0.5142042161 3.455027e-02
## [891,] 0.4432617425 -1.536172e-01 -0.0920201423 0.0475215490 -3.127751e-04
## [892,] 0.4369102361 -1.653666e-01 -0.0763523147 0.0910841424 -3.522954e-03
## [893,] 0.5019788538 -1.976981e-01 -0.0943745082 0.1299775991 -8.679599e-03
## [894,] 0.5118445142 -1.934633e-01 -0.0405468214 0.1547860179 -1.533410e-02
## [895,] 0.2622901223 -1.097100e-01 -1.7859825328 -1.4014639575 1.001447e-02
## [896,] 0.2621841247 2.869782e+00 -0.4513242330 0.2416854760 -6.610606e-02
## [897,] 0.0745646676 5.179598e+00 -0.7739934047 0.2842545424 -9.608120e-02
## [898,] 0.3832104874 8.620436e-01 0.0540120441 0.1061209162 -2.742732e-02
## [899,] 0.4865130828 -4.178572e-02 -0.2602849190 0.6077326814 3.690730e-04
## [900,] -0.0767997660 -2.677276e-01 -0.4064363906 0.6790456268 5.080326e-05
## [901,] 1.7098618766 -8.287092e-02 0.3206663761 -0.2116993697 -3.295163e-02
## [902,] 0.2337500632 -8.715189e-02 -0.1393327701 0.7192567620 -9.280891e-03
## [903,] -1.0917685100 9.764203e+00 -2.1506778023 1.1122323539 -1.757902e-01
## [904,] -0.5049067673 -3.357719e-01 -0.4541996704 0.7812829167 -1.056851e-02
## [905,] -0.5698358615 -3.147477e-01 -0.4678443330 0.8694350876 -1.525128e-02
## [906,] -0.2753940546 -1.024906e-01 -0.3262473157 0.9523558479 -5.717820e-03
## [907,] -0.3321213389 -1.912828e-01 -0.3901560825 1.0946896292 -1.124853e-02
## [908,] 1.3339377448 -1.963273e-01 0.3470770738 -0.3447043663 -5.189984e-02
## [909,] -0.4717579690 -8.678281e-02 -0.3617184493 1.2006506134 -1.378210e-02
## [910,] -0.5795240258 -1.886676e-01 -0.4643900702 1.0519888037 -1.347450e-02
## [911,] 1.1106208107 -1.843564e-01 0.6134651235 -0.3239866122 -5.961654e-02
## [912,] 0.4605170049 -1.749661e-01 -0.3293345016 0.4986292735 -1.124841e-02
## [913,] 0.3085160282 -1.605202e-01 -0.1865786108 0.3758157397 -1.638131e-02
## [914,] 0.3225222951 -2.119599e-02 -0.2191628349 0.3487074989 -1.858124e-02
## [915,] 0.6989146900 -4.735217e-02 -0.0219749709 -0.0142573572 -2.730461e-02
## [916,] 0.3763886491 -1.631374e-01 -0.1673638277 0.2934798748 -1.509722e-02
## [917,] 0.5157243292 -1.605724e-01 -0.2121112959 0.3622825335 -1.562158e-02
## [918,] 0.5174144876 -1.581158e-01 -0.2391763665 0.3318138254 -1.592374e-02
## [919,] 0.5455528871 -1.419631e-01 -0.1988755065 0.3300066555 -1.565179e-02
## [920,] 0.5530921249 -1.162240e-01 -0.2044359658 0.2800060470 -1.477153e-02
## [921,] 1.3910046960 4.020060e-02 0.1738852569 -0.2993868764 -1.064834e-02
## [922,] 0.5547523876 3.368684e-01 -0.2109131924 0.2694184647 -2.113763e-02
## [923,] 0.6134135591 -9.226431e-02 -0.1159850917 0.2296054300 -1.399888e-02
## [924,] 0.9968071608 -1.279011e-01 0.0257802097 -0.1816210809 -1.751429e-02
## [925,] 0.5867556441 3.155858e-02 -0.1426480782 0.1773387843 -1.354460e-02
## [926,] 0.5346065976 3.650662e-01 -0.1244467459 0.1913907098 -1.975669e-02
## [927,] 2.0730419778 5.707006e-02 -0.1689002285 0.3850404025 -1.812551e-02
## [928,] 1.8340149350 6.246703e-03 -0.1268880692 0.2846906169 -1.872641e-02
## [929,] 1.6439417164 -3.227879e-02 -0.0838170131 0.1958904446 -1.919410e-02
## [930,] 1.3676264623 -1.799639e-02 0.0756598733 -0.1359864969 -1.349410e-02
## [931,] 1.0928702489 -9.451719e-03 0.2806380853 -0.2925297819 -1.306884e-02
## [932,] 1.2156412536 1.739842e-02 0.3015621224 -0.2589572293 -1.313838e-02
## [933,] 2.0702979145 7.150083e-02 0.3578620660 -0.4852230945 -8.777079e-03
## [934,] 1.0575264260 -3.358398e-02 0.2872636045 -0.3260944134 -1.294734e-02
## [935,] 1.3097321409 -2.222626e-02 0.1562076741 -0.1883484075 -1.265029e-02
## [936,] 1.4304575446 1.456114e-01 0.1892490499 -0.1617995409 -1.331431e-02
## [937,] 1.4885258490 -5.032384e-02 0.2279291142 -0.4536563659 -1.827153e-02
## [938,] 1.1511262904 -4.291644e-02 0.1594186942 -0.2160007933 -1.057307e-02
## [939,] 0.9550044787 3.815991e-02 0.2529420260 -0.3017462355 -1.003813e-02
## [940,] 0.9707615653 -3.593692e-02 0.2382115893 -0.3228455604 -7.737739e-03
## [941,] 1.1640322667 2.174635e-02 0.2855621701 -0.1843196605 -6.469145e-03
## [942,] 0.3776975811 -2.203370e-01 -0.1684339457 0.3547173563 -5.302535e-02
## [943,] 0.1358669762 -1.460694e-01 -1.6634036772 -0.9957979755 -2.608244e-02
## [944,] 1.2057099209 -2.112295e-01 0.2947908945 -0.2853074529 -7.927921e-02
## [945,] 0.3778074785 -2.219701e-01 0.0038899310 0.2880637474 -5.958142e-02
## [946,] 0.9307365850 -5.137215e-02 0.2230748211 -0.0706763878 -6.483335e-02
## [947,] 0.9795800945 6.207166e-02 0.2277915000 -0.0379300644 -6.870913e-02
## [948,] 0.4267653516 -2.552281e-01 -0.1258180656 0.2181739342 -7.172608e-02
## [949,] 0.4481240660 -2.647648e-01 -0.0667250256 0.2582164352 -7.457194e-02
## [950,] 0.4232894980 1.530402e-02 1.5309783781 1.1580867818 -7.178741e-02
## [951,] 1.2732931849 -3.428637e-01 0.1295931675 -0.5322960119 -1.133192e-01
## [952,] 0.1638021195 -2.039873e-01 -1.6999084843 -1.1529471422 -6.683606e-02
## [953,] 0.3583065196 -2.963216e-01 -0.4025024310 0.0004581151 -9.619845e-02
## [954,] -0.7757115326 3.081120e-01 2.2388678987 0.9606397196 -4.694097e-04
## [955,] -0.7741916645 -6.158351e-02 0.2468969161 -0.1475841104 -8.388819e-03
## [956,] -0.6850063140 -6.165677e-02 0.2181857900 -0.0227368226 -1.014248e-02
## [957,] 0.3169524599 -7.340277e-02 -0.3440166893 0.7175215083 -1.121897e-02
## [958,] -0.8883276783 9.143405e-03 0.0952295879 -0.3257046012 4.099387e-04
## [959,] -0.8171327975 -3.916712e-02 -0.2800178771 -0.4548051015 -6.104210e-04
## [960,] -0.1176578108 -7.853790e-02 -0.8132170306 -0.0483399374 -1.787564e-03
## [961,] -0.1311756175 -5.434867e-02 -0.5749139132 0.0240267316 -1.837741e-03
## [962,] -0.2505773278 -4.909924e-02 -0.3438173941 -0.1091410334 -1.110679e-03
## [963,] -0.0123284323 -7.513187e-02 -0.1983298883 0.4269404145 -1.034451e-02
## [964,] -0.6495514830 -4.432064e-02 0.1215665334 -0.0544635152 -7.160733e-03
## [965,] -0.1964181161 -8.312328e-02 -0.1474999801 0.2252348804 -9.356620e-03
## [966,] 1.7338988098 -3.680247e-02 0.3778352582 -0.6852729617 -1.803288e-02
## [967,] 0.5903235195 2.903203e-01 0.0204609008 -0.7575449656 1.212061e-02
## [968,] 0.6068745924 2.829036e-01 0.0098317610 -0.7589686386 1.221502e-02
## [969,] 0.2391069615 -6.522564e-02 -0.3009171855 0.2222818200 -3.351931e-03
## [970,] 0.1763357278 1.090841e-01 -0.5217089080 -0.0885135016 4.501311e-03
## [971,] 0.2654864934 2.926088e-02 -0.2294461754 0.1284290425 2.274667e-03
## [972,] 0.3014799651 -6.412970e-02 -0.2410074788 0.2033520726 -1.896401e-03
## [973,] 0.3223426136 -5.521971e-02 -0.1693463603 0.2297099317 -2.179716e-03
## [974,] 0.3096390723 -2.645569e-02 -0.2057682759 0.1606320081 1.087500e-03
## [975,] 0.3856582261 1.203238e-01 0.5085693312 0.5527396393 3.180249e-03
## [976,] 0.5151392445 -1.343669e-01 -0.1564976144 0.3922555252 -1.493138e-02
## [977,] 0.7693003641 -1.492598e-01 -0.3423388422 0.5058306347 -1.538892e-02
## [978,] 0.7582318719 -1.485283e-01 -0.3463799780 0.5140255988 -1.472502e-02
## [979,] 0.5025007359 -1.098582e-01 -0.1216427412 0.1094321883 -7.241692e-03
## [980,] 1.1104208674 -2.162495e-03 0.4409448387 -0.5865619441 -1.322637e-03
## [981,] 1.2922589871 -1.832147e-02 0.2946361968 -0.4651891165 -1.690049e-03
## [982,] 0.2814955334 -1.133565e-01 0.0304763620 0.0185282825 -7.791070e-03
## [983,] 0.3838918747 -1.104264e-01 -0.0559886120 -0.0466907580 -5.529103e-03
## [984,] 0.3320433939 -1.026279e-01 0.0478646763 -0.0840727416 -4.597521e-03
## [985,] 0.3164347375 -9.465384e-02 0.0497968629 -0.1409308671 -3.331570e-03
## [986,] 0.3136689602 -9.946275e-02 0.0615123342 -0.1683652521 -3.324785e-03
## [987,] 0.2822806236 -3.252849e-02 0.1113489068 -0.1347419185 -4.224165e-03
## [988,] 0.2351205250 -4.173240e-02 0.0876611079 -0.2628057675 2.533917e-03
## [989,] 0.1479012979 -6.488888e-02 0.1947648322 -0.3136360310 7.674586e-04
## [990,] 0.1979827948 -4.449130e-02 0.1343887470 -0.3604566484 3.436402e-03
## [991,] -0.8084540535 -2.570847e-01 -0.1001046039 0.1927142578 2.093318e-02
## [992,] -0.4429081441 -2.527825e-01 0.0195937514 -0.1784973080 1.500089e-02
## [993,] -0.7524675453 -3.428943e-01 -0.1427032031 0.2126561106 1.853117e-02
## [994,] 1.2770513021 -1.608882e-01 0.3719344152 -0.7672959955 3.188789e-02
## [995,] 1.2647669978 -1.390125e-01 0.4590610678 -0.7533898815 3.489888e-02
## [996,] -0.0935071867 -3.395723e-01 -0.1149261571 -0.0244372367 1.168101e-02
## [997,] -0.6612031793 -3.338795e-01 -0.1314708638 0.1303939025 2.292573e-02
## [998,] -0.6692734312 -3.605354e-01 -0.0967727438 0.1215957522 1.882854e-02
## [999,] -0.3819220772 -3.837754e-01 -0.2962731778 0.2972657900 2.119939e-02
## [1000,] -0.3069717940 -3.806055e-01 -0.2904118484 0.3134456051 2.441451e-02
## [1001,] -0.3160510041 -3.915278e-01 -0.2721230458 0.2839671726 2.291147e-02
## [1002,] -0.3358076685 -3.983355e-01 -0.2356543214 0.2549594657 2.218862e-02
## [1003,] -0.5643290667 -4.151598e-01 -0.0617911679 0.1306475100 2.695476e-02
## [1004,] -0.5557836337 -4.312532e-01 -0.0709736272 0.0769185041 2.785944e-02
## [1005,] -0.5762835921 -4.508678e-01 -0.0647764757 0.0502244138 2.867729e-02
## [1006,] -0.2841687067 -2.148625e-01 -0.5831101384 1.0121761398 -1.145163e-02
## [1007,] 1.1293434455 -6.004641e-02 0.0412539025 0.0501583080 -1.548260e-03
## [1008,] -0.2674286265 -2.204500e-01 -0.5665654952 0.9746546516 -1.502309e-02
## [1009,] -0.2284348289 -2.106121e-01 -0.5512515362 0.9623581614 -1.433484e-02
## [1010,] -0.1155916618 -1.415520e-01 0.2284209255 -0.4789861305 -1.700162e-02
## [1011,] -0.5944757472 -1.288579e-01 -0.1744209863 0.2432673124 -1.737056e-03
## [1012,] -0.4712251811 -1.181043e-01 -0.1750321394 0.2440377368 3.254065e-03
## [1013,] 0.2564483715 -1.429363e-01 0.1482917620 -0.2085929759 -1.592347e-02
## [1014,] -0.4912823726 -1.536562e-01 -0.2948470948 0.5358939618 2.762570e-03
## [1015,] -0.3926896147 -1.255202e-01 -0.2402587684 0.5681049517 3.086070e-03
## [1016,] -0.3084079386 -1.282769e-01 -0.3068499319 0.7097339453 1.878351e-03
## [1017,] 0.9463981056 3.141816e-03 0.1683946295 -0.0483286967 7.805288e-03
## [1018,] -0.2814469506 -1.892203e-02 -0.2484420430 0.5106630432 5.508519e-04
## [1019,] -0.3935564107 7.975700e-01 -0.3474031124 0.4638567241 -1.455996e-02
## [1020,] -0.3725384341 -3.153429e-02 -0.2150536409 0.4419125576 1.831068e-04
## [1021,] 0.2820311235 -1.603965e-01 -0.3818277566 0.7165713999 -2.777223e-02
## [1022,] 2.0094627688 3.726666e-01 2.2843886765 0.6532506895 -9.692330e-03
## [1023,] 2.0800092210 3.944625e-01 2.3345207800 0.6137901283 -9.850978e-03
## [1024,] -0.5730077595 -1.016572e-01 -0.0076695785 0.0855963077 -6.151729e-03
## [1025,] -0.5838974665 2.652848e-01 1.8971771921 1.0808867413 3.037823e-03
## [1026,] -0.6159576080 -7.918812e-02 0.0275094306 0.0230731753 -3.960847e-03
## [1027,] -0.5336456496 -1.267350e-01 -0.0956080067 0.0997839075 -6.552756e-03
## [1028,] -0.4075273722 2.549741e-01 1.7603972172 1.2682665354 9.677927e-04
## [1029,] -0.2957326651 3.769162e-01 0.0364361734 -0.8408320858 2.379881e-02
## [1030,] -0.0614119868 -3.005840e-01 -0.4135678083 0.7217718252 -8.672601e-03
## [1031,] -0.0391167180 -2.888913e-01 -0.3962436126 0.6983823934 -8.430542e-03
## [1032,] -0.0624671003 -2.330089e-01 -0.3471518777 0.6454463447 -6.924616e-03
## [1033,] 0.2321899416 -2.062998e-01 -0.2232856227 0.3894431363 -1.395323e-02
## [1034,] 0.3167293428 -2.441097e-01 -0.2133663465 0.4050089548 -1.241826e-02
## [1035,] -0.0148048662 -2.222511e-01 -0.3542500381 0.6661668600 -3.654975e-03
## [1036,] -0.0192996293 -1.731078e-01 -0.3457601031 0.6915059474 -2.456748e-03
## [1037,] 1.3984085166 6.806247e-02 0.2253119022 -0.3041734762 3.788691e-03
## [1038,] -0.0306990560 -1.835363e-01 -0.3227307959 0.6472414809 1.666900e-03
## [1039,] -0.0117886183 -2.818608e-01 -0.2753435685 0.6398485404 -9.212652e-04
## [1040,] -0.0432546521 2.558407e-01 -0.3771251823 0.6584886464 -7.378412e-03
## [1041,] -0.0849179066 1.019239e+00 1.4681115797 1.6422735393 -7.735285e-04
## [1042,] 0.4217868968 2.292159e-01 -0.1667406595 0.2592943040 -1.280237e-02
## [1043,] -0.0449151535 -2.799232e-02 -0.1678147455 0.6898161757 6.059511e-03
## [1044,] 0.4000424987 5.278004e-01 0.9929369536 0.8782845691 -1.157686e-02
## [1045,] 0.0979403411 -2.872950e-01 -0.3215524926 0.6448094681 1.100574e-02
## [1046,] 1.0013372688 -3.229348e-01 0.2175206264 -0.4371540368 -2.104640e-02
## [1047,] 0.9828587518 -3.155354e-01 0.1326142383 -0.5166394656 -2.026538e-02
## [1048,] 1.6256107206 -2.495036e-01 0.3840191683 -0.8634885511 -2.242052e-02
## [1049,] 1.5643140836 -9.394118e-02 0.3960311848 -0.8473923936 -2.519300e-02
## [1050,] 1.7251079145 -2.948190e-01 0.5251600318 -0.9856966097 -3.248398e-02
## [1051,] 0.9619901837 -3.846520e-01 0.2193643090 -0.5722986979 -3.345972e-02
## [1052,] -0.1936523462 -3.522269e-01 -0.3315347723 0.5511838897 -8.648649e-03
## [1053,] -0.1642241588 -3.460767e-01 -0.3460781259 0.5091390985 -4.123727e-03
## [1054,] -0.2111627978 7.062420e-01 -0.5445364090 0.5150182209 -2.620665e-02
## [1055,] -0.2610848815 4.009943e-01 -0.5579418794 0.3759782505 -2.234084e-02
## [1056,] -0.3396488543 2.056179e+00 -0.8298686876 0.3838583846 -4.869534e-02
## [1057,] -0.1894001783 1.942124e-01 -0.2769078244 0.3781510832 -2.192397e-02
## [1058,] 0.9699394423 3.600638e-01 1.3400905460 -0.0590862973 -5.064425e-02
## [1059,] 1.0192247101 -3.316863e-01 0.0720866209 -0.2603740377 -1.032884e-02
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## [1062,] 1.2879346953 3.128431e-01 0.4448293754 -1.2700431817 3.177319e-02
## [1063,] 0.7516725643 -3.076484e-01 -1.8542975403 -2.0379899973 1.665486e-02
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## [1066,] 0.4417720651 -3.219864e-01 -0.1656663287 0.0871260402 1.177348e-03
## [1067,] 1.0963818016 -3.289468e-01 0.3148857865 -0.3735910458 -1.679812e-02
## [1068,] 0.4691319448 -3.164628e-01 0.4446927693 0.4139816795 1.082426e-03
## [1069,] 0.4834344725 -1.397745e-01 1.1354655260 0.8138774911 -5.959507e-04
## [1070,] 0.4707173909 -5.212512e-02 1.7320050801 1.0876089925 1.030438e-02
## [1071,] 0.5157465254 3.070493e-02 -0.3886722244 0.7277459795 -3.187576e-03
## [1072,] 0.5544667795 6.176525e-02 -0.3823363965 0.6947789249 5.701489e-04
## [1073,] 0.5614284254 2.309541e-03 -0.3740192148 0.6393897834 -7.246619e-05
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## [1075,] -0.3855684775 3.341496e-01 0.0553852017 -0.2386866256 1.903776e-02
## [1076,] 0.9193397419 -2.029618e-02 0.0227903478 0.0599408243 8.000214e-04
## [1077,] 0.9082237621 2.241585e-02 0.0163137850 0.0405157351 -1.858745e-03
## [1078,] 0.6163024645 6.073848e-01 -0.0053071326 -0.6122263130 3.694567e-02
## [1079,] 0.9729622681 7.842280e-02 0.0271982998 0.0575130657 3.611757e-03
## [1080,] 0.9260116835 -6.630855e-02 0.0731300530 -0.0067333262 4.296455e-03
## [1081,] 0.9377453748 -1.154242e-01 0.1587115883 0.1044452294 3.524090e-03
## [1082,] 0.9037977990 7.813544e-02 0.0218476809 -0.0067424602 4.911005e-03
## [1083,] 0.8678102615 -3.422374e-03 0.0185676277 -0.0097734797 4.863536e-03
## [1084,] 1.4619746214 1.421966e-01 0.7711813430 -0.1337007036 -1.488422e-02
## [1085,] 1.3821598334 4.564907e-01 1.1016285920 -0.0334725114 -1.092424e-02
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## [1087,] 1.3591167620 1.308071e+00 1.8820335288 0.4249944018 -1.509021e-02
## [1088,] 0.1265013271 -2.994863e-01 -0.7156714780 0.9923503482 -2.784876e-02
## [1089,] 0.0111926843 3.935884e-01 1.1698049357 0.2563119728 -7.825911e-03
## [1090,] 1.4271939407 5.818425e-01 3.1162551155 -0.2048068692 1.753190e-02
## [1091,] -0.8308800325 1.714287e-01 2.1755374108 0.8569925805 1.954336e-03
## [1092,] -0.1034663996 -8.869370e-02 -0.1535413847 0.4226950323 -1.083844e-02
## [1093,] -0.1955755070 -1.066549e-01 -0.1534694872 0.4047085295 -1.025125e-02
## [1094,] -0.1889682050 -1.040045e-01 -0.1343144312 0.3779171389 -9.992728e-03
## [1095,] 1.2049210157 2.761095e-03 0.4450331290 -0.5708751599 2.993948e-03
## [1096,] 1.2102174123 1.032951e-02 0.4524596880 -0.5674439237 3.800771e-03
## [1097,] -0.2108379068 -1.378500e-01 -0.1590548208 0.3704883697 -4.472713e-03
## [1098,] -0.2347785561 -1.216643e-01 -0.1530788464 0.3013281631 -2.251914e-03
## [1099,] -0.2685113364 -9.893538e-02 -0.1331416667 0.2362167586 -3.819165e-03
## [1100,] 0.1633940690 -8.869529e-02 0.1249456391 -0.2697517101 -1.489635e-02
## [1101,] -0.3536843127 -7.489205e-02 -0.1400379946 0.2361650908 5.041795e-04
## [1102,] -0.6720401427 4.408651e-02 -1.7939617534 -1.3770207495 3.660243e-02
## [1103,] -0.3924318861 -6.918949e-02 -0.0981497841 0.1486984408 3.329258e-03
## [1104,] -0.3680862967 -7.342434e-02 -0.1159355868 0.1584113267 3.053780e-03
## [1105,] -0.3386424886 -9.527113e-02 -0.0672422624 0.1911565570 9.958909e-04
## [1106,] -0.3317132053 -6.685530e-02 -0.0448820153 0.1277696667 3.215017e-03
## [1107,] 0.5745884919 -1.283759e-01 -0.1141711682 0.0429519225 -8.543903e-02
## [1108,] 0.5474195243 -1.043774e-01 -0.3572654565 -0.1645915447 -8.529385e-02
## [1109,] 0.6130140055 -2.143862e-01 -0.0796252209 0.0976574025 -9.358142e-02
## [1110,] 0.3754034369 -1.115266e-01 -1.7574745332 -1.3436998028 -7.574642e-02
## [1111,] 0.5763758147 7.024382e-02 1.5291005341 1.0208425398 -1.023553e-01
## [1112,] 0.5752361535 -1.669365e-01 -0.0833428741 0.1465444191 -1.180122e-01
## [1113,] -0.5511983595 -2.319149e+00 -0.7492232159 0.6127351599 -3.881507e-01
## [1114,] -1.6257781361 1.626643e+00 -0.7576325031 -0.3292618957 -4.460663e-01
## [1115,] -1.4288073546 -2.350560e+00 -0.1445722485 -0.5940989124 -4.012005e-01
## [1116,] -1.4687704325 -1.361089e+00 -0.2286685942 -0.5033711626 -4.340322e-01
## [1117,] -1.4156773701 -2.316455e+00 0.0023042477 -0.5067797081 -4.394729e-01
## [1118,] -1.3312350410 -3.030348e+00 0.1071506978 -0.5117913539 -4.636471e-01
## [1119,] -1.6246727667 -2.193963e+00 -0.9294944207 -1.4389709331 -4.666763e-01
## [1120,] -0.8341475929 -2.844832e+00 0.5610034772 -0.8952584571 -4.988733e-01
## [1121,] -1.5246060038 -3.064513e+00 0.5050904041 -0.5269943125 -5.228429e-01
## [1122,] -0.8388068161 6.279698e+00 -0.1860438801 -1.0197695015 -7.295455e-01
## [1123,] 0.2374040750 -1.880726e+00 -0.2958052430 0.1360532425 1.933570e-01
## [1124,] 0.2148130775 -1.283110e+00 -0.3816785271 0.1534072914 1.839010e-01
## [1125,] 0.2345726188 -1.363227e+00 -0.3659049440 0.1426217237 1.827749e-01
## [1126,] 0.2986092472 -1.687632e+00 -0.2793613077 0.1553791372 1.858954e-01
## [1127,] 0.3147609960 -1.737543e+00 -0.2865161908 0.1902799424 1.804580e-01
## [1128,] 0.0670798372 -1.932701e+00 -1.9295728639 -1.3372479610 2.120082e-01
## [1129,] 0.6718868011 -1.774016e+00 -1.3652732348 -1.5482752843 2.053483e-01
## [1130,] 0.9200363722 -1.736873e+00 -0.0008996840 -0.2631376094 1.698004e-01
## [1131,] 0.3582260914 -1.393461e+00 -0.3340186608 0.1295861572 1.510042e-01
## [1132,] 0.9509724625 -1.494776e+00 1.6830134293 0.5370602425 1.391614e-01
## [1133,] 0.3074314939 -1.631140e+00 -0.2761049846 0.0171135635 1.428006e-01
## [1134,] 0.3271135466 -1.598237e+00 -0.1353000484 0.1233742189 1.312498e-01
## [1135,] -0.4189126981 3.783395e-01 -0.2871465865 -0.5128071401 3.717237e-02
## [1136,] -0.1578123128 3.212253e-01 1.5149349255 0.9416177300 1.110686e-02
## [1137,] -0.2950778105 -4.479010e-02 0.2781927105 -0.4963003601 -7.438595e-03
## [1138,] -0.6213629944 -4.234823e-02 0.2002702495 -0.1621496156 2.261196e-04
## [1139,] -0.2205863759 -7.007941e-02 -0.0657330120 0.0056551251 -5.988350e-03
## [1140,] -0.3244485910 -3.794882e-02 -0.0906808235 -0.1024528634 -1.377948e-03
## [1141,] -0.3710716973 -5.935703e-02 -0.0805570438 -0.1177908089 -2.308600e-03
## [1142,] -0.5701592931 -5.207434e-02 0.0467078838 -0.2475936047 -2.661557e-03
## [1143,] -0.2566958789 -7.331265e-02 0.1847229296 0.1495217961 -8.797586e-03
## [1144,] 1.2155563322 8.938508e-02 0.4832452684 -1.0361300019 3.455235e-03
## [1145,] -0.1414241345 -4.570069e-02 -0.0339358251 -0.1103247132 -6.260067e-03
## [1146,] -0.3054226111 -8.410238e-02 0.0314380743 -0.1599798806 -7.991971e-03
## [1147,] -0.2177416425 -6.922877e-02 0.1509867827 -0.0900043446 -9.065187e-03
## [1148,] -0.2449941042 -7.820500e-02 0.0646717744 -0.1966220215 -2.062844e-03
## [1149,] -0.5358584713 1.129482e-01 -0.7127223910 0.7633843120 7.298262e-03
## [1150,] -0.7309996710 -3.033558e-02 -2.0978211022 -0.5238978736 3.125121e-02
## [1151,] -0.4704791067 -8.962874e-02 -0.2458971883 1.0493684656 5.236030e-03
## [1152,] -0.5563160589 -4.855058e-02 -0.4027446940 0.6964161933 1.223179e-02
## [1153,] -0.5598594972 -2.572321e-02 -0.1088267070 0.8816905198 7.492259e-03
## [1154,] -0.5115307835 -7.312178e-02 -0.1667215717 0.8873221897 1.025811e-02
## [1155,] 0.3902241819 -4.596043e-02 0.2942688731 0.2073080013 -9.477777e-03
## [1156,] -0.4801600632 -3.893737e-02 -0.2247397840 0.8202890408 1.396384e-02
## [1157,] -0.3814496178 -3.968717e-02 -0.5526847082 0.6048502817 1.583658e-02
## [1158,] 0.4492501640 1.075168e-01 -0.0882021071 -0.1890644828 -8.310553e-03
## [1159,] 0.8718210500 5.613726e-01 1.3167266717 0.5667175946 2.894083e-02
## [1160,] -0.3677740450 3.409504e-01 -0.6101405658 0.5917385982 1.521895e-02
## [1161,] -0.4316900553 1.812300e+00 0.4883093956 1.2684785191 5.870073e-03
## [1162,] -0.4163521176 4.046346e-01 -0.6450451386 0.4674784086 2.075990e-02
## [1163,] -0.5927191821 6.179828e-01 -0.7123394002 0.4610428267 1.627030e-02
## [1164,] 0.3448938808 -3.476347e-02 -0.4799191438 0.6444168272 -5.166632e-03
## [1165,] -0.8287588809 -1.030204e-01 -2.0707909495 -1.6207667625 3.024673e-02
## [1166,] -0.6214980165 -1.838220e-01 -0.2563520285 -0.1569417011 3.455835e-03
## [1167,] 0.2626150139 -1.839060e-03 0.1351183463 -0.5650989177 -3.384634e-03
## [1168,] -0.1980566833 -9.372361e-05 -0.0199885553 -0.1863277966 7.483387e-03
## [1169,] -0.2662714522 2.860857e-02 0.0389154990 -0.2485442552 9.354402e-03
## [1170,] -0.3919335257 -1.447715e-02 0.1091333801 -0.3059503083 4.653126e-03
## [1171,] -0.2747271058 -5.552615e-02 0.2509540338 0.0222808025 -5.022306e-04
## [1172,] -0.3323911879 -7.770104e-02 0.2496123923 -0.0518465065 -1.741421e-03
## [1173,] -0.3827250606 -5.983476e-02 0.2709637011 -0.2062578930 1.179323e-03
## [1174,] -0.4184674009 2.908379e-01 2.1140956835 0.7825883980 1.040262e-02
## [1175,] -0.4054565004 -3.684190e-02 0.1645628894 -0.3741240121 1.207816e-02
## [1176,] 0.0996244272 -1.936431e-01 -0.8585668872 0.6384838985 -9.541421e-03
## [1177,] -0.4294117149 -1.448577e-01 -0.6347493661 -0.2514184488 9.225815e-04
## [1178,] -0.3404466748 -2.031348e-01 -0.2572500145 0.1575068626 -2.437144e-03
## [1179,] -0.3641637537 -1.884733e-01 -0.2310359820 0.1618529258 -5.539340e-03
## [1180,] -0.1192804022 -1.866919e-01 0.0717420172 -0.2859475931 -9.832505e-03
## [1181,] 0.0552011074 -1.930138e-01 -0.0261343914 -0.2089890824 -1.429092e-02
## [1182,] 0.9035355499 -3.835004e-02 0.5518840239 -0.9045068553 7.021477e-03
## [1183,] 1.1179035608 -5.382653e-02 0.4268951852 -0.7758187326 8.548846e-04
## [1184,] -0.3096238623 -2.194602e-01 -0.1747548236 0.1458964255 -2.965605e-03
## [1185,] -0.4498504749 -1.829853e-01 -0.8209254194 -0.4473072791 1.082691e-02
## [1186,] -0.3947346072 -1.991519e-01 -0.4168124556 -0.1029337309 2.696310e-03
## [1187,] -0.4428150187 -8.925213e-02 0.6482579712 0.4352703295 2.703505e-03
## [1188,] -0.3499081623 4.787438e+00 -0.3946684635 0.0138030876 -4.715981e-02
## [1189,] -0.0257181581 -7.323571e-02 -0.0060078930 -0.3857356255 2.946774e-02
## [1190,] 0.0316409608 -1.975901e-01 0.1281375534 -0.3365267247 2.802732e-02
## [1191,] 0.0047412653 2.256416e-01 0.0645972456 -0.3274432102 2.296167e-02
## [1192,] 0.0050952279 2.604126e-01 0.0887931828 -0.3809902458 2.461595e-02
## [1193,] 0.1046705904 -2.071398e-01 0.1378032568 -0.2950514783 2.428717e-02
## [1194,] 0.1739564550 -3.267021e-01 0.1977150598 -0.2220850186 2.047313e-02
## [1195,] 0.1420401160 -3.235410e-01 0.1206533861 -0.3065532449 2.459009e-02
## [1196,] 0.7308581749 -2.675202e-01 0.6322756832 -0.5210341703 2.700133e-02
## [1197,] 0.4322995928 -5.784170e-02 -0.5696427927 -1.8250069868 6.251252e-02
## [1198,] 0.0556851164 3.111902e-02 1.0071644872 0.0788290623 2.400499e-02
## [1199,] 0.0271933675 6.461788e-01 0.8224561028 0.0500905475 1.454604e-02
## [1200,] -0.0038408072 3.845938e-01 0.9040870628 -0.0022640327 2.085045e-02
## [1201,] 0.0240973983 4.090961e-01 0.8088881539 -0.0715293382 2.083356e-02
## [1202,] 0.0144887826 5.630510e-01 1.7038956652 0.3217213467 2.772615e-02
## [1203,] -0.8365296343 -1.147546e-01 0.3446348110 -0.8810522969 -2.610389e-03
## [1204,] 0.7557827774 9.491757e-02 1.2293473830 -2.1501659355 1.037854e-02
## [1205,] -1.1575825368 -9.563111e-02 0.2186213402 -0.6078897843 6.958361e-03
## [1206,] -1.1453425951 -1.022527e-01 0.2297128766 -0.6168199771 7.266938e-03
## [1207,] -0.7129437312 -1.031644e-01 0.3891249798 -0.9039141421 -2.936973e-03
## [1208,] -0.7796775718 -9.788197e-02 0.0048690066 -0.4063600457 2.894775e-03
## [1209,] -0.8143458166 -9.205422e-02 0.5051141178 -1.0707644821 -4.978572e-03
## [1210,] -1.1978234338 -1.012799e-01 0.3498622970 -0.6004834353 3.490122e-03
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## [1218,] 0.9457657104 1.426567e-01 1.0508324706 -1.6334270951 8.902556e-03
## [1219,] 1.6652281107 1.099546e-01 0.5523378807 -1.2394942065 8.269805e-03
## [1220,] -0.8995965421 -1.617980e-02 0.4664310886 -0.8096722030 3.088845e-03
## [1221,] -0.5268601901 -2.450063e-01 -0.3128837032 -0.3623694238 -1.092870e-03
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## [1223,] -1.0693331751 -2.012361e-01 0.4064362075 -1.1061984882 -5.263046e-03
## [1224,] 0.0988094239 -4.564161e-02 -0.1831923191 -0.3245410398 4.506515e-03
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## [1231,] 1.3452181306 5.312557e-01 3.1272131666 -0.7902111806 1.927367e-02
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## [1262,] 1.9890357429 -4.220397e-02 0.4902206393 -0.5859200103 -1.678312e-02
## [1263,] 1.3328629623 -2.614028e-02 0.2037931793 -0.0253788194 -3.265795e-03
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## [1267,] -0.0603529713 -5.082013e-02 0.3068743597 -0.6031141800 1.071929e-02
## [1268,] 0.0820582666 -5.772803e-02 0.3795631231 -0.4509741171 3.521883e-04
## [1269,] 0.0721874025 -4.121851e-02 0.4378173554 -0.4548743746 5.532130e-03
## [1270,] -0.4125789675 -1.961276e-01 0.1881744916 -0.4065019926 -1.561687e-03
## [1271,] 0.8329006146 -9.759742e-02 0.7627408098 -1.2485593001 -2.612838e-02
## [1272,] -0.3664299939 -5.205668e-02 0.2219428358 -0.2900465934 2.285608e-04
## [1273,] 0.8235063575 -6.615136e-02 0.7097607727 -1.1788642836 -3.306803e-02
## [1274,] -0.6557070366 8.910348e-02 0.1361420476 -0.4724634975 -3.615236e-03
## [1275,] -0.5874733180 -7.397635e-03 -0.7346728311 0.9900027331 -5.508303e-03
## [1276,] -0.5772613640 2.033615e-01 0.5308793829 1.7163346625 -1.812537e-03
## [1277,] -0.7321662461 -8.898690e-02 -0.8399924657 0.9375714289 -7.780213e-03
## [1278,] -1.0715801649 3.079969e-02 -1.8735303963 -0.4268050775 1.885723e-02
## [1279,] -1.0189724721 -9.796282e-03 -0.5556323640 0.5136508771 2.660349e-03
## [1280,] -1.2571251538 6.085345e-02 -0.4985102820 0.4449172874 1.058299e-02
## [1281,] -1.2736811260 1.817749e-01 0.5731249568 0.8087729418 1.045556e-02
## [1282,] 0.7704693829 2.750922e-01 0.5233464791 -1.0126810054 2.230560e-02
## [1283,] 0.7305475864 3.224895e-01 0.4660347297 -1.0816527417 2.726083e-02
## [1284,] -0.6886294620 4.347113e-02 0.0422884734 0.1557604487 -4.271687e-03
## [1285,] -1.2359543331 2.671917e-02 -1.1568109463 -0.2258440946 1.747805e-02
## [1286,] -1.1585506409 -1.429692e-01 -0.4079300373 0.4489303030 -3.758090e-03
## [1287,] -0.9816880780 -1.574012e-01 -0.4952708500 0.6206637304 -6.451826e-03
## [1288,] -0.9746209791 -1.626480e-01 -0.5903771992 0.5060289386 -5.419009e-03
## [1289,] -0.3961434536 -1.771720e-01 -0.0825971930 0.3149143529 -2.328133e-02
## [1290,] 1.5364003350 6.654974e-02 0.2250837842 -0.1076162146 -2.306514e-03
## [1291,] 0.7793530913 -1.835720e-03 -0.0962364176 0.4521310619 -7.882159e-03
## [1292,] 0.6737591397 -1.815962e-02 -0.0746372309 0.3954864432 -7.531386e-03
## [1293,] -0.0244851579 -4.150032e-02 0.2586661417 -0.3878847520 4.369147e-03
## [1294,] 0.5937529503 -6.576203e-02 0.4928978281 -0.8398698929 -1.138082e-02
## [1295,] 0.8291173540 -4.261201e-02 0.4720713392 -0.6500310102 -1.446050e-02
## [1296,] 0.1571501692 -5.609399e-02 0.1653795220 -0.1750701398 1.931076e-03
## [1297,] 0.2845194074 4.137776e-02 0.4615638139 -0.0174298883 4.141583e-03
## [1298,] 0.8386840077 1.083017e-01 1.1123232454 -0.6088315239 -7.348787e-03
## [1299,] -0.1476724991 -1.263530e-01 0.1813220204 -0.3475386711 4.066211e-03
## [1300,] 0.2925420592 4.755644e-01 2.5787418057 0.7876198595 1.761239e-02
## [1301,] 0.3103327562 3.573857e-01 1.6799839013 0.1285536992 1.831214e-02
## [1302,] 0.5342649606 -1.610440e-01 -0.1879287263 0.1128415509 -8.515413e-03
## [1303,] 0.5453001814 -1.860996e-01 -0.1649332244 0.1556473203 -8.326461e-03
## [1304,] 1.1618440765 -1.884379e-01 -0.0044843565 -0.4999432035 -2.662167e-02
## [1305,] 1.1195875304 -1.998548e-01 0.0943968956 -0.3392679456 -3.527106e-02
## [1306,] 0.4918738132 -1.265862e-01 -0.4047893585 -0.0652327754 -1.350245e-02
## [1307,] 0.5143810038 -6.763910e-02 -0.1725103394 0.1281522889 -2.008534e-02
## [1308,] 1.1074589518 -1.025613e-01 0.1329204363 -0.1784351359 -1.449466e-02
## [1309,] 1.7923112833 -1.537469e-01 0.4232431052 -0.6972649132 -4.282780e-02
## [1310,] 0.5588142030 -1.677721e-01 -0.0797155557 0.2288634669 -2.898341e-02
## [1311,] 0.5542893166 -1.468137e-01 -0.1044718409 0.2130958099 -3.481106e-02
## [1312,] 0.5655383356 -1.173106e-02 0.6898344298 0.6585141403 -3.503531e-02
## [1313,] -1.3435004448 -2.050923e-01 0.0985609419 -0.4228945411 3.472428e-04
## [1314,] -1.0759066933 -2.251411e-01 0.0394797586 -0.1989896969 -1.326598e-03
## [1315,] -0.6559503174 -3.180227e-02 0.0570025902 -0.3824547598 4.659003e-03
## [1316,] -0.6149004810 8.800070e-03 0.1256268069 -0.3261176466 4.519962e-03
## [1317,] -1.0902043550 -1.768346e-01 0.0372950508 -0.4025767037 3.470686e-03
## [1318,] -0.6190214957 -8.292735e-03 0.2824240883 -0.3234126271 5.428627e-03
## [1319,] -1.2608102619 -1.959176e-01 0.1756219120 -0.4889365365 2.097713e-03
## [1320,] -1.0427627995 -2.206654e-01 -0.1749560253 -0.4719771528 1.092860e-03
## [1321,] -0.5779875375 -2.984247e-02 0.2534656424 -0.2375428525 2.816934e-03
## [1322,] -0.6874761182 9.759950e-02 1.0189573147 -0.0107569774 7.721040e-03
## [1323,] -0.5028029694 -3.277957e-02 0.2562140558 -0.0890720417 9.600948e-04
## [1324,] 0.7703469306 -1.982301e-01 -0.0819391112 0.1008093678 -2.788675e-02
## [1325,] 0.6932422519 -2.024342e-01 -0.6031881590 0.7278200853 -1.491323e-02
## [1326,] 0.3841100573 -1.499740e-01 -0.2816137905 0.4896549357 -1.339294e-02
## [1327,] -0.3197472897 -1.133930e-01 0.1997057838 -0.6447826484 7.508951e-03
## [1328,] 0.2143565423 -1.252620e-01 0.4480141436 -0.8516559836 -1.234983e-02
## [1329,] -0.1762531902 -1.496148e-01 0.0836692904 -0.2078217477 -2.380148e-03
## [1330,] -0.1114179478 -1.450898e-01 0.0542091188 -0.2933843410 7.632342e-04
## [1331,] -0.1645350392 -1.149551e-01 0.1577387336 -0.5048450352 5.231315e-03
## [1332,] 0.4949935047 4.710718e-03 0.7174429715 -1.2118229488 1.146839e-02
## [1333,] 0.5287171407 8.912987e-03 0.7259942778 -1.1971777488 1.104860e-02
## [1334,] -0.3000326383 -7.507837e-02 0.3816010810 -0.6688836882 6.087920e-03
## [1335,] 0.0348916295 -7.932081e-02 0.1889017352 -0.4685375960 4.797794e-03
## [1336,] -0.4071053066 -5.078641e-02 0.5102898635 -1.0330758346 1.341419e-02
## [1337,] 0.0485722032 -6.632119e-02 0.1899348557 -0.4519761150 5.036169e-03
## [1338,] -0.0774074325 -5.765758e-02 0.3161536343 -0.6553138200 7.832734e-03
## [1339,] 0.0539368156 1.137699e-01 -0.3377464182 0.9516267650 1.886995e-02
## [1340,] 1.4534169421 -5.034060e-02 0.2670794055 -0.1285160671 -2.322988e-02
## [1341,] 0.2670329981 1.424041e-02 -0.2715521992 0.8568325408 9.893656e-03
## [1342,] -0.0720256344 1.700639e-01 -0.0303538225 0.3287520114 1.199253e-02
## [1343,] -0.7005995281 -1.366223e-01 -0.2831459840 0.2318431663 7.881241e-03
## [1344,] -0.0610039242 6.294230e-02 -0.0210374778 0.2376394756 1.453914e-02
## [1345,] -0.1892512059 -1.232117e-01 -0.0309013230 -0.1990458432 1.349384e-02
## [1346,] 1.0881282180 -7.943565e-02 0.5698541067 -1.3482355332 -1.832649e-02
## [1347,] -0.1452150903 -1.292303e-01 -0.2795745487 0.8514902989 -1.273146e-02
## [1348,] -0.0968404621 -1.605830e-01 -0.2968412346 0.8627821575 -1.513297e-02
## [1349,] -0.0090524556 -1.818081e-01 -0.4531507140 0.8267654640 -1.537595e-02
## [1350,] -0.0667119968 -1.621684e-01 -0.3627907086 0.6794317104 -1.264398e-02
## [1351,] -0.0479089915 2.879461e-01 1.7465208625 1.6725080796 -3.973655e-04
## [1352,] 0.0653196393 -7.160586e-02 -0.1436262504 0.7100619962 -9.246651e-03
## [1353,] -0.0898143794 -9.534159e-02 -0.1648066748 0.6216688019 -8.302812e-03
## [1354,] 0.6055430240 2.607247e-01 1.9805263920 1.1199258622 -1.616925e-02
## [1355,] 0.7207648241 -1.371817e-01 -0.0256173195 0.0952423759 -2.683493e-02
## [1356,] 0.3708244192 6.426009e-02 -1.7359784387 -1.5503428442 1.031886e-02
## [1357,] 0.5619800185 -6.153430e-02 0.1467813344 0.1192693986 -1.877413e-02
## [1358,] 1.0746140474 1.030287e-01 0.3625278822 -0.2417818425 6.732459e-03
## [1359,] 0.6679894878 1.209003e-02 0.0918193469 -0.0755753358 -1.399203e-02
## [1360,] 0.1199091122 -3.647649e-02 -0.2129986510 0.6502151910 -2.219826e-03
## [1361,] -0.0804827320 -6.423150e-02 -0.1414855168 0.6172892591 -1.885112e-03
## [1362,] 0.3911383056 3.084316e-01 1.9715385843 0.2437353946 6.381681e-02
## [1363,] -1.0870645326 1.516666e-01 1.2456951785 1.1657661129 5.545533e-02
## [1364,] 0.0020317154 -1.293217e-01 0.0612634046 -0.6656008170 1.675315e-02
## [1365,] -1.4473262525 -1.348915e-01 -0.3410161626 0.1275018422 3.694491e-02
## [1366,] -1.2651422372 9.146611e-01 -0.5322404794 0.5089905504 2.167568e-03
## [1367,] -1.3745124415 3.161194e-01 -0.3903652301 0.4568623095 -4.086678e-03
## [1368,] -1.4854052404 -2.176007e-01 -0.3122200918 0.4164252247 8.278216e-03
## [1369,] -1.5317966089 -2.629365e-01 -0.4300940450 0.3544824681 -2.789432e-03
## [1370,] -1.5655906897 -2.684470e-01 -0.4185366111 0.3530981380 2.862429e-03
## [1371,] -1.5816063128 -1.990186e-01 -0.3966557230 0.2860571119 2.044004e-03
## [1372,] -1.4181250388 -1.705525e-01 -0.4650682046 0.4854053618 3.353080e-03
## [1373,] -1.5939149909 -1.147181e-01 -1.8518333827 -0.8851360435 3.253831e-02
## [1374,] -1.5180205101 -2.231215e-02 -1.7805719542 -1.0206611613 3.697909e-02
## [1375,] -0.0878202441 4.727414e-02 0.2896693070 -0.5738934186 2.003191e-02
## [1376,] -0.0219439138 9.173244e-02 0.3907344330 -0.7329733038 2.424912e-02
## [1377,] -0.0204708254 -1.333799e-01 -0.3641229296 0.8277029685 -2.540231e-02
## [1378,] -0.6038019967 -6.362319e-02 0.2871331676 -0.5158613982 -1.280434e-02
## [1379,] 0.3588537563 -2.433316e-02 -0.5983811093 0.2882033333 -1.151004e-02
## [1380,] 0.5200279736 1.893866e-01 -0.7599027858 0.3494809149 -1.461594e-02
## [1381,] -0.7097580399 -3.604427e-02 0.2202266211 -0.4435662131 -7.009611e-03
## [1382,] 0.5838662895 -1.215510e-01 -0.7080459630 0.2884533407 -1.679643e-03
## [1383,] 0.8952544786 -1.299387e-01 -0.7353777402 0.1832002147 -7.370468e-03
## [1384,] -0.8886543404 -4.624032e-02 0.3097512537 -0.6542372577 2.771375e-03
## [1385,] 0.2041393359 -9.973640e-02 -0.4468609832 -0.0582125202 1.905532e-03
## [1386,] 0.7236230947 1.294422e-01 1.1399707234 -1.9166205695 1.681342e-02
## [1387,] 0.0089596481 -1.038639e-01 -0.2862980807 -0.2308439076 4.206712e-03
## [1388,] -0.1703212752 -1.655501e-02 0.2451255525 -0.0929870594 5.496716e-03
## [1389,] -1.0836989224 -4.395870e-03 0.8349591544 -0.6805235080 7.592136e-03
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## [1391,] -0.4633597469 -4.693259e-03 0.4483947936 -0.2449986246 6.157150e-03
## [1392,] 0.5349020596 9.047698e-03 0.0964668257 -0.1672200708 -6.981035e-03
## [1393,] 0.5464753349 5.360937e-02 0.1183774512 -0.2042576302 -6.813404e-03
## [1394,] 0.5219675940 -1.295357e-01 0.1639205853 -0.2628873029 -7.663759e-03
## [1395,] 1.1047162919 -5.990875e-02 0.4405772276 -0.6847171113 -3.440414e-03
## [1396,] 0.6909579030 -1.241649e-01 0.1239251206 -0.2086862378 -8.924296e-03
## [1397,] 0.5243778383 -1.172946e-01 0.0866384400 -0.1103322611 1.332848e-03
## [1398,] 0.5866677335 -1.178836e-01 0.1160378169 -0.1524915741 2.129922e-04
## [1399,] 0.7226178405 -1.108855e-01 0.1585799310 -0.2411455423 -5.659063e-03
## [1400,] 0.8240633514 -9.491744e-02 0.1681822719 -0.2122495270 -5.889511e-03
## [1401,] 0.8621213069 -9.800233e-02 0.1918806474 -0.2409925366 -6.791784e-03
## [1402,] 0.6691964185 4.892940e-02 0.9223560312 0.3824940736 -8.281857e-03
## [1403,] 0.8411829295 1.881783e-01 1.7253860377 0.6282860920 5.976214e-03
## [1404,] -0.6679303124 -9.299770e-02 -0.3132327842 0.1996286287 2.659887e-03
## [1405,] -0.6048888491 -9.198560e-02 -0.3178669339 0.2357171909 1.871344e-03
## [1406,] -0.4936469877 -5.938887e-02 -0.3150280553 0.2529583192 2.624951e-03
## [1407,] -0.5884953985 -8.823927e-02 -0.3078666825 0.2545360373 2.040521e-03
## [1408,] -0.2115681076 -9.800478e-02 0.3377070956 -0.1146910753 -1.609286e-02
## [1409,] -0.5476868346 -8.399906e-02 -0.3579573407 0.2681450254 2.344279e-03
## [1410,] -0.5372329431 -7.375521e-02 -0.2798404359 0.3027762771 2.307462e-03
## [1411,] 0.0343077465 -7.962807e-02 -0.0343885969 -0.2006628302 -1.222888e-02
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## [1414,] 0.1600953886 -3.583562e-02 -0.4930435031 1.0943383728 5.444828e-03
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## [1420,] -0.6613587547 3.968781e-01 1.6576133772 1.5585216381 3.832360e-02
## [1421,] 0.5397041339 4.095344e-03 0.3912864608 -0.8545574459 -3.859548e-03
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## [1424,] 0.4020992470 -3.209376e-02 0.3363995311 -0.8787707347 -2.451876e-03
## [1425,] 0.5989549583 3.631067e-01 2.3839990039 0.0095518593 1.904639e-04
## [1426,] -1.2656404879 4.066205e-03 -0.3519300760 0.6136935885 4.103441e-02
## [1427,] -1.3028724472 2.326753e-02 -0.1910812219 0.4193094283 4.239341e-02
## [1428,] -1.2557453036 4.234235e-02 -0.0065399109 0.2784318295 4.133360e-02
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## [1430,] 0.0283801559 1.248146e-01 0.7825417823 0.2907840422 -5.617152e-03
## [1431,] 2.8653089921 3.265271e-02 -0.9483860284 2.1387933382 -8.596674e-03
## [1432,] 3.0234011585 7.181571e-02 -0.7991910093 2.3658515344 -7.629497e-03
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## [1437,] -0.0250114625 -5.924784e-02 -0.1591444954 0.3918391086 -5.261703e-03
## [1438,] -0.0136600804 2.380569e-01 1.5975834446 1.3380606310 2.060022e-03
## [1439,] -0.0052355435 2.196652e-01 1.5409699221 1.2551744721 9.609362e-03
## [1440,] 0.0153544400 -1.081969e-01 -0.0473143490 0.3785043343 -2.171110e-03
## [1441,] 0.3070635149 -1.552947e-01 -0.3007292936 0.4853460766 -1.589123e-03
## [1442,] 0.3336001519 -1.537836e-01 -0.1965634209 0.5430307829 -2.381989e-03
## [1443,] 0.3522209303 -1.516289e-01 -0.1872837488 0.5451651135 -6.113378e-03
## [1444,] 0.3171169399 -1.667159e-01 -0.1861274550 0.4825661460 -5.805300e-03
## [1445,] 0.3397742791 -1.381780e-01 -0.1470062123 0.4765441501 -3.985783e-03
## [1446,] 0.3186198295 -1.447130e-01 -0.2000695204 0.4284087045 -3.115214e-03
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## [1448,] 0.2582294934 -1.045463e-01 -0.1736060435 0.3570133433 1.412056e-03
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## [1452,] 0.2519350928 1.747640e-01 0.3477432054 0.5921193443 -5.691303e-04
## [1453,] 0.2182706198 1.528697e-01 0.8685090649 0.8606182865 5.415911e-03
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## [1460,] 0.1856118830 5.100897e-01 0.1059940989 -0.3840897332 -2.682040e-03
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## [1463,] 0.1172753950 1.580444e-01 0.2831249743 -0.5183884393 9.648147e-03
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## [1465,] 0.6982286025 2.999192e-01 0.5220856536 -0.8771240977 1.183549e-02
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## [1467,] 0.1120140830 4.694041e-01 0.2522454716 -0.5077703309 7.885326e-03
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## [1470,] 0.7095188709 -8.582653e-02 -0.0339244464 -0.0867283156 -1.881545e-03
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## [1475,] 0.7004497998 -7.792899e-02 -0.0389940363 -0.1254467475 -3.726613e-03
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## [1479,] 1.0388149145 -8.240234e-02 0.2470503174 -0.4580166628 -2.172542e-02
## [1480,] 0.1353743360 -5.745875e-02 -0.1681463605 0.3347648281 3.247773e-03
## [1481,] 0.7386254060 8.904543e-02 0.0866767127 -0.0431056198 6.371116e-03
## [1482,] 0.4183826191 3.635392e-01 -0.3122743910 -0.8135041187 3.837161e-02
## [1483,] -0.6868263090 1.306896e-01 0.9264101653 2.1087946736 -9.977072e-03
## [1484,] -0.6705481556 -2.018782e-01 -0.7823023188 1.2011877894 -1.790509e-02
## [1485,] -0.8543208935 -1.758039e-01 -0.6774805367 1.0614138656 -1.535374e-02
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## [1487,] -0.8065877356 -1.929522e-01 -0.6654925328 0.9948496894 -1.449625e-02
## [1488,] -0.9136907400 -1.938101e-01 -0.5743137078 0.9528401631 -1.499013e-02
## [1489,] -0.6922805522 -1.915330e-01 -0.6236671656 1.0736760787 -1.577885e-02
## [1490,] 1.2768102612 4.243463e-02 0.2596954426 -0.4014490642 -4.030628e-04
## [1491,] 1.2898329920 2.883000e-02 0.2333525772 -0.3922496256 -1.313583e-03
## [1492,] -0.4081827691 -9.387338e-02 -2.3637675681 -1.0683361188 3.936981e-03
## [1493,] -0.7379822705 1.494782e-01 1.3284481592 1.9315252714 -6.785024e-03
## [1494,] -0.7653948817 -1.533524e-01 -0.3583180278 0.8874685755 -1.337585e-02
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## [1502,] -0.1211760018 2.795999e-01 1.7900882348 0.9947951169 1.143016e-02
## [1503,] -0.6842742264 4.168578e-01 0.1366600680 -0.9147897281 4.295174e-02
## [1504,] 1.1685206937 3.820027e-01 2.1625072996 0.3297039993 1.885403e-02
## [1505,] -0.7236003736 3.008364e-02 -1.7786582618 -1.9690862664 3.492683e-02
## [1506,] -0.4436777163 -5.946655e-02 0.1298123605 -0.3262769095 5.603412e-03
## [1507,] -0.0158304128 -8.872085e-02 -0.0878946105 -0.0696735175 2.394349e-03
## [1508,] 0.2426997632 -7.627760e-02 0.3915972805 -0.7226707502 -1.141172e-02
## [1509,] -0.2659338685 1.081512e-02 0.4756723701 -0.0509237090 1.035007e-03
## [1510,] -0.2021779723 3.157557e-01 2.2536726010 1.0014485218 5.522056e-03
## [1511,] 1.9390802738 -1.041210e-02 0.4213899384 -0.6328936602 -1.244097e-02
## [1512,] 0.2701087447 -1.902385e-01 -0.3057361997 0.4775512867 -2.339197e-02
## [1513,] 0.2901437318 -1.802284e-01 -0.2918613824 0.4459221919 -2.277472e-02
## [1514,] 0.3327032704 -1.870943e-01 -0.2883341361 0.4429128978 -2.305854e-02
## [1515,] 0.1684446141 -1.908702e-01 -0.1707681576 0.3237153048 -2.298431e-02
## [1516,] 0.3214226343 -2.088216e-01 -0.2691656523 0.3861425784 -2.340970e-02
## [1517,] 0.1665892702 -2.107482e-01 -0.1586596091 0.2771247471 -2.329671e-02
## [1518,] 0.3225907329 -2.118154e-01 -0.2455648197 0.3426737876 -2.748001e-02
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## [1520,] 0.3274391820 -1.995670e-01 -0.1748817600 0.2924762263 -2.657326e-02
## [1521,] 0.3504229213 -1.910782e-01 -0.1645905616 0.2722642096 -2.583248e-02
## [1522,] 1.7607148914 -1.792786e-02 0.5107830403 -0.6652423373 -9.403955e-03
## [1523,] 0.3528268089 -1.745888e-01 -0.0972995749 0.2706397631 -2.359060e-02
## [1524,] 0.4056270079 -1.679452e-01 -0.0510203325 0.2579045276 -2.508672e-02
## [1525,] 0.1040170552 -1.715176e-01 -0.2026022105 0.4946439712 -1.571944e-02
## [1526,] -0.1916391788 -2.613970e-01 -0.3507696758 0.5025236742 -1.730375e-02
## [1527,] -0.2012778131 3.097488e-01 -0.4145228222 0.5578881705 -2.605082e-02
## [1528,] -0.5142419356 -2.902547e-01 -0.4254991979 0.6960683078 -4.316699e-03
## [1529,] -0.1211310431 -3.260944e-01 -0.6561513709 0.9145630059 -2.576937e-03
## [1530,] -0.4410271136 -3.123621e-01 -0.3766202527 0.6919121832 -4.203982e-03
## [1531,] -0.3306329674 -2.833290e-01 -0.3396938940 0.7155252874 1.080742e-04
## [1532,] 1.3726655955 -9.408469e-02 0.4691070982 -0.3959970238 1.493230e-02
## [1533,] -0.3017455594 -3.137388e-01 -0.3933721145 0.6890366576 5.929869e-04
## [1534,] -0.6303721308 -1.794613e-01 -2.1303166530 -0.9588172627 3.282527e-02
## [1535,] -0.4546403880 3.044133e-01 -2.4392332903 -0.8536635312 2.681269e-02
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## [1537,] -0.3401842182 2.665740e-01 -0.5086958921 0.5094296872 7.310716e-03
## [1538,] -0.4331735114 4.027913e-01 -0.3161222391 0.5665351959 6.183073e-03
## [1539,] -0.0455220342 2.267672e+00 -0.3612396720 0.4938505365 -4.019462e-02
## [1540,] -0.3431875550 1.071302e+00 -0.3121094839 0.8015292420 -7.048318e-03
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## [1561,] 0.3493721652 1.003439e-01 -0.6230844160 -3.1041954073 -4.137135e-02
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## [1566,] -1.4738093428 3.984104e+00 0.3290906131 -0.1130364266 -1.283707e-01
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## [1627,] -0.3526674206 2.002197e-02 -1.8584879956 -1.2566195354 2.847708e-02
## [1628,] -0.2342168408 9.587355e-01 -0.3192615601 0.3748255144 -2.036377e-02
## [1629,] 0.1032166391 1.305964e+00 -1.9275123194 -1.5735498211 8.387300e-03
## [1630,] 0.5127919301 -1.646529e-01 0.0420325161 0.0019045056 -1.002925e-02
## [1631,] 0.7460132827 -1.188578e-01 -1.5806943418 -2.1485631411 -1.246604e-02
## [1632,] -0.5227282362 2.001972e-01 1.2920435577 1.4536615649 4.021966e-03
## [1633,] -0.5331752900 -9.378743e-02 -0.2875871513 0.7242381044 7.662683e-04
## [1634,] -0.4991789065 -1.074565e-01 -0.3026989582 0.8142973299 -2.982769e-03
## [1635,] -0.7574001135 -1.266587e-01 0.0567875505 0.0417306227 1.043067e-02
## [1636,] 0.0687046334 -5.041362e-02 0.3718765261 -0.4207977782 1.999237e-02
## [1637,] 0.0267720974 -7.365947e-02 0.2448689609 -0.3203047221 1.450658e-02
## [1638,] -0.9627494784 -1.708638e-01 -0.1556389878 0.3270477281 1.140442e-02
## [1639,] -1.2108731245 1.001681e+00 1.4737480856 1.6389699634 7.995493e-03
## [1640,] -1.3226787106 5.696478e-03 -0.4874868023 0.5911539753 2.731645e-02
## [1641,] -1.3967363569 -1.209967e-01 -0.5511695076 0.9456203120 2.259379e-02
## [1642,] 0.4044897236 -1.207541e-01 0.2875666898 -0.6514477194 -2.945661e-02
## [1643,] 0.5767387000 -7.930048e-02 0.4882412124 -0.9022807969 -3.293984e-02
## [1644,] -1.6386411108 2.649639e-02 -0.4888362157 1.0845867617 3.580470e-02
## [1645,] -1.6343532146 7.555009e-03 -0.5711448681 0.9820209236 3.665607e-02
## [1646,] -1.8213074678 4.121504e-01 -0.5833391426 0.5276524439 6.031217e-02
## [1647,] 0.5023375341 -3.415867e-02 0.3762824545 -0.7599659274 -2.406653e-02
## [1648,] -1.2497853086 -2.669739e-02 -0.6933839868 1.2952328295 2.378261e-02
## [1649,] -1.1099648727 6.408667e-02 -0.6745992808 1.2457265355 1.419379e-02
# Identifying the scores by their status of the country
expecttyp_pca <- cbind(data.frame(expect$Status),expect_pca$x)
expecttyp_pca
## expect.Status PC1 PC2 PC3 PC4
## 1 Developing -1.855758e+00 1.687076e+00 1.9961174531 8.220404e-01
## 2 Developing -1.287598e+00 1.195032e+00 0.7268568231 1.023380e+00
## 3 Developing -1.242828e+00 1.140718e+00 0.5634953685 1.024869e+00
## 4 Developing -1.232518e+00 9.780635e-01 0.3352394283 1.190818e+00
## 5 Developing -1.317148e+00 1.021655e+00 0.2224420302 1.033509e+00
## 6 Developing -1.235920e+00 9.637792e-01 0.4233389718 1.431254e+00
## 7 Developing -1.348377e+00 9.572030e-01 0.5643788429 1.490197e+00
## 8 Developing -1.427810e+00 1.077474e+00 0.4567666417 1.231600e+00
## 9 Developing -1.621394e+00 1.245731e+00 0.4131638049 8.227747e-01
## 10 Developing -1.656870e+00 1.208026e+00 0.5392559994 1.019067e+00
## 11 Developing -1.510240e+00 1.124020e+00 0.5629424146 1.373170e+00
## 12 Developing -2.108556e+00 1.686133e+00 1.9291730520 1.262237e+00
## 13 Developing -1.730621e+00 1.315864e+00 1.0363174785 1.387264e+00
## 14 Developing -1.536128e+00 5.326781e-01 1.1261776883 -3.756624e-01
## 15 Developing -2.229513e+00 1.273666e+00 1.0512977559 1.182798e+00
## 16 Developing -2.271611e+00 1.451616e+00 1.4167293464 1.291576e+00
## 17 Developing 1.144366e+00 -4.386693e-01 -0.7242171960 -6.947154e-01
## 18 Developing 1.194106e+00 -6.074743e-01 -0.6723999363 -1.051102e+00
## 19 Developing 1.089299e+00 -3.951852e-01 -0.7366403518 -7.024226e-01
## 20 Developing 1.089974e+00 -4.094601e-01 -0.7329132474 -6.801691e-01
## 21 Developing 1.103682e+00 -4.320160e-01 -0.7168022820 -6.101368e-01
## 22 Developing 9.951368e-01 -2.910948e-01 -0.8267563499 -7.197759e-01
## 23 Developing 1.071376e+00 -4.194679e-01 -0.6723652423 -5.357420e-01
## 24 Developing 1.168976e+00 -6.043220e-01 -0.7883430366 -9.717871e-01
## 25 Developing 1.150529e+00 -5.790558e-01 -0.7599959995 -8.591987e-01
## 26 Developing 2.122967e-01 4.267173e-01 -1.1120469796 2.250874e-01
## 27 Developing 1.064604e+00 -4.708718e-01 -0.7414978844 -8.261712e-01
## 28 Developing 1.076421e+00 -4.605785e-01 -0.7760472119 -7.423805e-01
## 29 Developing 9.753023e-01 -3.491830e-01 -0.7653387409 -7.931854e-01
## 30 Developing 9.432516e-01 -3.157051e-01 -0.7795717272 -8.111975e-01
## 31 Developing 9.223535e-01 -3.250292e-01 -0.7559308569 -8.595189e-01
## 32 Developing 8.755607e-01 -2.972212e-01 -0.7864327812 -8.208905e-01
## 33 Developing 7.867060e-01 -2.457832e-01 -0.7345937648 -9.729991e-01
## 34 Developing 7.026660e-01 -8.454693e-02 -0.6381310840 -4.119859e-01
## 35 Developing 6.027486e-01 -8.606594e-03 -0.6947723610 -6.569916e-01
## 36 Developing 4.869847e-01 9.688838e-02 -0.7676214295 -8.732134e-01
## 37 Developing 4.330437e-01 1.631151e-01 -0.8065578721 -9.007339e-01
## 38 Developing 4.098797e-01 2.028277e-01 -0.7624827899 -8.065522e-01
## 39 Developing 1.838783e-01 4.075282e-01 -0.7727222431 -1.145241e+00
## 40 Developing -1.369393e+00 1.214186e+00 0.9147231147 -8.152096e-01
## 41 Developing -7.611112e-01 6.074498e-01 1.2345121024 -1.641672e+00
## 42 Developing -1.610557e-01 5.527700e-01 -0.5808636359 -1.368309e+00
## 43 Developing -2.750876e-02 1.334331e-01 -0.4337722692 -1.876312e+00
## 44 Developing -1.559163e+00 3.655360e-01 0.3465614787 4.876234e-01
## 45 Developing -1.295213e+00 4.137559e-01 0.1279042482 8.430042e-01
## 46 Developing -1.179895e+00 4.718288e-01 0.0202774391 6.449515e-01
## 47 Developing -1.178921e+00 6.074337e-01 0.1807358817 6.669613e-01
## 48 Developing -1.380452e+00 8.190174e-01 -0.3240333336 1.015152e+00
## 49 Developing -1.523433e+00 7.284919e-01 0.6844543363 8.721459e-01
## 50 Developing -1.413475e+00 7.871558e-01 0.4387069593 7.924472e-01
## 51 Developing -1.415612e+00 7.727660e-01 -0.0152604313 6.933181e-01
## 52 Developing 1.111564e+00 -6.910191e-01 -0.2180506040 -6.881714e-01
## 53 Developing 1.239111e+00 -8.383670e-01 -0.3474586357 -5.642401e-01
## 54 Developing 1.390917e+00 -1.193890e+00 -0.2263037083 -1.025522e+00
## 55 Developing 5.353662e-01 -4.439211e-01 -0.4021452164 2.985179e-02
## 56 Developing 1.185684e+00 -6.987148e-01 -0.3367620581 -1.632561e-01
## 57 Developing 1.451059e+00 -1.057911e+00 -0.0857654181 2.783881e-01
## 58 Developing 4.440740e-01 -7.693519e-01 2.1105888061 -3.368497e-01
## 59 Developing 1.121010e+00 -7.963259e-01 0.1334871800 -9.103768e-02
## 60 Developing 1.075809e+00 -7.360018e-01 0.1184410543 -7.753254e-02
## 61 Developing 1.039455e+00 -5.683751e-01 -0.2367152891 -6.948328e-02
## 62 Developing 1.158453e+00 -9.852450e-01 0.1772142231 -6.194842e-01
## 63 Developing 9.749041e-01 -5.928018e-01 0.2106844500 3.263524e-01
## 64 Developing 9.461053e-01 -6.746010e-01 0.5048482803 3.755753e-01
## 65 Developing 8.637056e-01 -3.170554e-01 -0.6260269848 -1.449894e+00
## 66 Developing 7.177999e-01 1.876441e-02 -0.7232410584 -8.629623e-01
## 67 Developing 7.089709e-01 1.936839e-02 -0.7289840437 -8.760064e-01
## 68 Developing 6.272771e-01 8.954477e-02 -0.7727119155 -1.036111e+00
## 69 Developing 6.826134e-01 4.418783e-02 -0.7052956503 -7.643806e-01
## 70 Developing -1.114999e-01 7.783402e-01 -1.0064989039 -4.763656e-02
## 71 Developing -1.111305e-01 5.621886e-01 -0.9028118307 -9.000065e-01
## 72 Developing -5.176946e-01 1.065383e+00 1.7118273048 -1.137875e+00
## 73 Developing 3.518460e-01 2.407303e-01 -0.0862881576 -7.866648e-01
## 74 Developing 5.227166e-01 6.011187e-02 -0.5796121399 -5.474535e-01
## 75 Developing 5.568582e-01 6.686222e-02 -0.5909339475 -5.122170e-01
## 76 Developing 6.099655e-01 1.946509e-01 -0.7443232731 -5.135899e-01
## 77 Developing 5.638393e-01 2.208930e-01 -0.7032252527 -5.684858e-01
## 78 Developing 3.797259e-01 2.457910e-01 -0.1411308515 -4.628215e-01
## 79 Developing 2.472935e-01 2.735333e-01 0.2564942474 -4.253039e-01
## 80 Developed 3.093964e+00 -3.733847e+00 2.1978790970 7.920618e-01
## 81 Developed 3.120062e+00 -3.768955e+00 2.4109679632 1.133606e+00
## 82 Developed 3.130045e+00 -3.785513e+00 2.3837340356 1.152466e+00
## 83 Developed 3.041629e+00 -3.630017e+00 2.2132275389 1.094627e+00
## 84 Developed 2.793174e+00 -3.178692e+00 1.8061737664 9.694441e-01
## 85 Developed 2.628502e+00 -2.832318e+00 1.4372497554 9.638285e-01
## 86 Developed 2.731321e+00 -3.084565e+00 1.6693133050 8.757565e-01
## 87 Developed 1.754330e+00 -1.367229e+00 0.1345868276 2.510724e-01
## 88 Developed 2.384178e+00 -2.491329e+00 1.1362723046 6.176968e-01
## 89 Developed 1.687716e+00 -1.255104e+00 0.0269893508 2.172705e-01
## 90 Developed 7.903085e-01 -4.169474e-01 -0.4189530407 1.101037e+00
## 91 Developed 1.156409e+00 -1.104278e+00 0.2044447106 1.289734e+00
## 92 Developed 1.548349e+00 -1.042252e+00 -0.1179230318 1.952693e-01
## 93 Developed 1.838312e+00 -1.628710e+00 0.4941268368 3.462889e-01
## 94 Developed 3.053646e+00 -3.365792e+00 1.5365885882 1.762678e+00
## 95 Developed 1.937458e+00 -1.454099e+00 0.0386327252 1.119026e+00
## 96 Developed 2.929146e+00 -3.335843e+00 1.7462211332 1.394218e+00
## 97 Developed 1.939960e+00 -2.476926e+00 1.4308526456 -8.758818e-01
## 98 Developed 2.616489e+00 -2.931356e+00 1.9456084460 1.661643e+00
## 99 Developed 2.567559e+00 -2.936611e+00 2.1848952421 1.662086e+00
## 100 Developed 1.739169e+00 -2.366376e+00 1.7119162622 -9.742502e-01
## 101 Developed 1.795570e+00 -2.417404e+00 1.4562957035 -1.379199e+00
## 102 Developed 7.270394e-01 -5.459504e-01 0.0904315597 -1.571376e+00
## 103 Developed 1.517135e+00 -1.868231e+00 1.1062804241 -1.047500e+00
## 104 Developed 1.342814e+00 -1.644523e+00 1.1120115408 -1.113458e+00
## 105 Developed 7.544778e-01 -5.995243e-01 0.1347162324 -1.453834e+00
## 106 Developed 1.243097e+00 -1.570583e+00 0.9263451314 -1.645352e+00
## 107 Developed -5.175448e-02 -4.814554e-01 1.3861618106 -7.341665e-01
## 108 Developed -2.290443e-01 -4.270634e-01 2.0333280009 -6.076187e-01
## 109 Developing 6.025832e-01 2.499038e-01 -0.8025453124 -5.498877e-01
## 110 Developing -1.159695e-01 7.818144e-01 -1.0766038350 6.179755e-02
## 111 Developing 3.492102e-01 4.336728e-01 -0.5969761412 -8.325786e-01
## 112 Developing 3.747710e-01 2.930372e-01 -0.4067121986 -7.901001e-01
## 113 Developing -3.117627e-01 1.906545e-01 1.7039723471 -1.599983e+00
## 114 Developing 1.982114e-01 4.112579e-01 0.0184934535 -5.922956e-01
## 115 Developing -4.892451e-02 6.157664e-01 0.0491943004 -1.015355e+00
## 116 Developing 6.760460e-02 2.720808e-01 0.3396244186 -1.477509e+00
## 117 Developing -1.036719e+00 1.415733e+00 2.5109216227 -7.482113e-01
## 118 Developing -1.425007e-01 5.827513e-01 0.8087452353 -3.060517e-02
## 119 Developing -6.052822e-01 7.080010e-01 1.9458818296 -2.396961e-01
## 120 Developing -2.955357e-01 6.652207e-01 0.6466626065 -4.238641e-01
## 121 Developing -1.878379e+00 1.560219e+00 3.5049318318 -1.449628e+00
## 122 Developing -1.011094e+00 5.531043e-01 -1.5308812547 -8.742299e-01
## 123 Developing -1.086573e+00 5.342081e-01 -1.4806842856 -8.287819e-01
## 124 Developing -1.170046e+00 4.067628e-01 -1.3648282109 -5.589473e-01
## 125 Developing -1.195551e+00 -8.874640e-02 -1.5650813235 -1.322190e+00
## 126 Developing -1.298674e+00 3.964137e-01 -1.3868261454 -5.536199e-01
## 127 Developing -1.378318e+00 3.745951e-01 -1.5980664824 -6.984012e-01
## 128 Developing -1.559889e+00 2.927908e-01 -1.5994464585 -6.911662e-01
## 129 Developing -1.680682e+00 2.444252e-01 -1.5979325989 -6.705745e-01
## 130 Developing -1.985261e+00 1.193423e-01 -1.4110678420 -6.908082e-01
## 131 Developing -3.190606e+00 -4.516097e-01 -0.6724101582 -8.826872e-01
## 132 Developing -3.185228e+00 1.624641e-01 0.5767426373 -1.007686e+00
## 133 Developing -4.097445e+00 1.116168e+00 2.8520729299 -1.260393e+00
## 134 Developing 1.627995e+00 -1.213646e+00 -0.0440275929 3.686005e-01
## 135 Developing 2.030862e+00 -1.879563e+00 -0.0022650752 -1.649056e-01
## 136 Developing 7.260665e-01 -4.106454e-01 -0.6391200116 1.122974e+00
## 137 Developing 1.674446e+00 -1.330219e+00 -0.0631809612 5.276679e-01
## 138 Developing 1.447978e+00 -9.224740e-01 -0.2999937620 4.317513e-01
## 139 Developing 1.596038e+00 -1.052852e+00 -0.1850014114 8.563912e-01
## 140 Developing 1.543797e+00 -1.058688e+00 -0.2044170071 6.261598e-01
## 141 Developing 4.262182e-01 -9.415058e-02 2.2820336842 4.550652e-01
## 142 Developing 1.372385e+00 -7.673054e-01 -0.2887628508 7.120591e-01
## 143 Developing 1.290317e+00 -5.480677e-01 -0.4459084027 8.109461e-01
## 144 Developing 1.338551e+00 -6.504981e-01 -0.4461474364 7.732409e-01
## 145 Developing 2.793234e-01 3.706306e-02 1.7998347116 4.411635e-01
## 146 Developing 1.314467e+00 -6.256256e-01 -0.4331704542 8.461743e-01
## 147 Developing 1.160871e+00 -4.595071e-01 -0.3675956586 7.337714e-01
## 148 Developing 3.707980e-01 -4.789408e-01 1.9023546141 3.483015e-01
## 149 Developed 2.135126e+00 -2.495808e+00 0.7888877082 -1.060798e+00
## 150 Developed 1.288170e+00 -9.904630e-01 -0.5226518804 -1.566199e+00
## 151 Developed 1.164347e+00 -7.986395e-01 -0.6127393662 -1.665016e+00
## 152 Developed 1.221098e+00 -1.008475e+00 -0.5609539956 -2.044165e+00
## 153 Developed 1.103649e+00 -7.521547e-01 -0.5805219100 -1.741921e+00
## 154 Developed 1.103596e+00 -7.358240e-01 -0.5770171206 -1.664852e+00
## 155 Developed 2.693898e+00 -2.813422e+00 1.1382389041 1.159335e+00
## 156 Developed 9.364251e-01 -5.375060e-01 -0.5081534873 1.421245e+00
## 157 Developed 1.574067e+00 -1.680567e+00 0.4896274560 1.794869e+00
## 158 Developed 1.387360e+00 -1.632188e+00 0.9342957465 1.803962e+00
## 159 Developed 2.100497e+00 -2.375371e+00 1.7290131052 9.233443e-01
## 160 Developed 1.476345e+00 -1.258766e+00 0.7757704194 5.653105e-01
## 161 Developed 7.617308e-01 -1.012100e+00 2.1699220899 1.050129e-01
## 162 Developed 1.180251e+00 -1.827273e+00 2.6659930718 -2.504859e-01
## 163 Developed 8.356366e-01 -1.218373e+00 2.1405053416 -4.206731e-01
## 164 Developing 1.958806e-01 4.306937e-01 -0.8086815299 7.069252e-01
## 165 Developing 1.133842e+00 -6.720908e-01 -0.4537603239 -7.888154e-01
## 166 Developing 9.061075e-01 -1.676261e-01 -0.6529420969 1.654187e-03
## 167 Developing 8.462928e-01 -1.375797e-01 -0.4911016924 3.193166e-02
## 168 Developing 8.838275e-01 -1.668005e-01 -0.5366464391 1.138485e-01
## 169 Developing 9.088640e-01 -1.873014e-01 -0.6217005460 1.177375e-01
## 170 Developing 7.964349e-01 -7.582030e-02 -0.5217514848 9.925890e-02
## 171 Developing 7.392999e-01 -2.250704e-02 -0.7170504306 -1.907847e-01
## 172 Developing 7.153327e-01 1.641700e-02 -0.7917244058 -2.782059e-01
## 173 Developing 6.387608e-01 9.567256e-02 -0.7058095943 -2.490768e-01
## 174 Developing 6.288568e-01 1.279855e-01 -0.7761779547 -2.253067e-01
## 175 Developing 8.211197e-01 -3.133789e-01 -0.7073452592 -1.092879e+00
## 176 Developing 4.749686e-01 3.322014e-01 -0.7497265472 -2.865449e-01
## 177 Developing 7.549659e-01 -2.110139e-01 -0.7914596366 -1.128689e+00
## 178 Developing -4.149979e-01 9.923007e-01 -0.4966134957 6.953115e-02
## 179 Developing -8.471964e-01 1.319965e+00 -0.2027424727 -1.093639e-01
## 180 Developing -8.728522e-01 1.343636e+00 -0.1540956397 -1.119672e-01
## 181 Developing -2.331998e+00 2.182064e+00 3.2988875605 -5.126476e-01
## 182 Developing -6.949705e-01 1.123013e+00 -0.1001892280 2.121743e-01
## 183 Developing -7.410823e-01 1.179913e+00 -0.1597804164 1.156781e-01
## 184 Developing -1.631238e+00 1.931357e+00 1.4941849473 -1.986126e-01
## 185 Developing -9.035347e-01 1.330158e+00 -0.2147682554 2.586831e-02
## 186 Developing -7.458247e-01 1.294555e+00 -0.5059285549 1.922405e-01
## 187 Developing -8.719540e-01 1.352683e+00 -0.1190771000 2.196762e-01
## 188 Developing -1.914788e+00 1.826259e+00 1.5060830319 2.205064e-01
## 189 Developing -1.221639e+00 1.679022e+00 -0.2695516292 4.621521e-01
## 190 Developing -9.299372e-01 1.390514e+00 -0.0918128795 2.093297e-01
## 191 Developing -1.606117e+00 1.498590e+00 1.3191532359 -1.349617e-01
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## 1480 Developing -5.945594e-01 1.404994e+00 -0.4848154406 6.257921e-01
## 1481 Developing -9.114818e-01 1.658582e+00 -0.2993018988 1.310337e+00
## 1482 Developing -2.384513e+00 2.598351e+00 2.8481292434 6.737467e-01
## 1483 Developing -1.557812e-01 3.657657e-01 1.9553965205 -1.567867e+00
## 1484 Developing 6.062416e-01 2.048912e-01 0.0007238911 -1.295539e+00
## 1485 Developing 3.793707e-01 4.262092e-01 0.1249572896 -1.487867e+00
## 1486 Developing 7.245382e-01 -8.819250e-02 -0.0892886469 -1.983512e+00
## 1487 Developing 6.006691e-01 1.693345e-01 -0.0012104661 -1.291198e+00
## 1488 Developing 5.684154e-01 2.802127e-01 -0.2039114331 -1.262864e+00
## 1489 Developing 6.976866e-01 1.031259e-01 -0.1221868045 -1.086127e+00
## 1490 Developing -1.745780e-01 8.780267e-01 -0.6218896447 1.921692e-01
## 1491 Developing -2.000053e-01 9.360859e-01 -0.7413167752 1.454362e-01
## 1492 Developing 1.496330e-01 3.748085e-01 1.9204698241 -1.489691e+00
## 1493 Developing -9.632999e-02 2.773212e-01 1.6808971491 -1.351353e+00
## 1494 Developing 7.228284e-01 1.332077e-01 -0.2832983989 -7.548283e-01
## 1495 Developing 6.267142e-01 2.216750e-01 -0.2055785571 -9.043595e-01
## 1496 Developing 7.379240e-01 1.562537e-01 -0.4274984093 -7.579247e-01
## 1497 Developing 6.197913e-01 3.070914e-01 -0.5981693925 -1.016980e+00
## 1498 Developing 9.662481e-01 -4.115342e-01 -0.1781249805 1.380370e-01
## 1499 Developing 7.671114e-01 -6.625736e-02 -0.4711760735 5.843736e-02
## 1500 Developing 8.541773e-01 -2.864708e-01 -0.1539932074 1.127161e-01
## 1501 Developing -2.160006e-01 2.444967e-01 1.6757501780 -3.601096e-01
## 1502 Developing -1.136828e-01 1.960765e-02 1.8945100794 -3.274803e-01
## 1503 Developing -1.150905e+00 1.090729e+00 3.8303661849 -3.070803e-01
## 1504 Developing -7.563148e-01 5.514685e-01 1.6399447963 8.332666e-02
## 1505 Developing -5.093854e-01 1.071773e+00 1.6788555825 -3.945402e-01
## 1506 Developing 3.795573e-01 2.970374e-01 -0.4324945149 -2.297967e-01
## 1507 Developing 6.911185e-01 -3.693612e-02 -0.4983684319 1.256327e-01
## 1508 Developing 7.348145e-01 -2.211572e-01 -0.6889855564 -8.404917e-01
## 1509 Developing 2.272133e-01 3.895772e-01 -0.1773522403 -9.319759e-02
## 1510 Developing -5.015330e-01 5.636457e-01 1.4732515486 -4.125249e-01
## 1511 Developing 2.780608e-01 3.343301e-01 -1.1231648251 -7.408818e-02
## 1512 Developing 1.147662e+00 -4.429272e-01 -0.6936697842 -8.454868e-01
## 1513 Developing 1.100564e+00 -4.100487e-01 -0.6564286277 -8.593320e-01
## 1514 Developing 1.110561e+00 -4.131592e-01 -0.7093448276 -8.442390e-01
## 1515 Developing 9.729515e-01 -2.347086e-01 -0.8613637899 -1.047185e+00
## 1516 Developing 1.018211e+00 -3.333446e-01 -0.8328271821 -1.082809e+00
## 1517 Developing 8.861969e-01 -1.602974e-01 -0.9775004455 -1.263231e+00
## 1518 Developing 8.916423e-01 -2.164930e-01 -0.8562298386 -1.232202e+00
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## 1521 Developing 8.103456e-01 -1.484537e-01 -0.8119878955 -1.191054e+00
## 1522 Developing -3.251210e-02 5.850724e-01 -1.0501256203 -5.573752e-01
## 1523 Developing 6.693925e-01 -3.517402e-02 -0.7751670827 -1.265494e+00
## 1524 Developing 6.954701e-01 -7.289499e-02 -0.8623250677 -1.290204e+00
## 1525 Developing 5.414110e-01 2.416073e-01 -0.8395391411 -7.458622e-01
## 1526 Developing 8.663755e-01 -3.759437e-01 -0.7477392536 -1.463909e+00
## 1527 Developing 6.447663e-01 -6.004292e-01 -0.9422764554 -1.447831e+00
## 1528 Developing 6.805034e-01 -5.493839e-02 -0.8571980191 -1.010646e+00
## 1529 Developing 8.104945e-01 -3.076214e-01 -0.5872326236 -8.860412e-01
## 1530 Developing 6.625342e-01 -4.144625e-02 -0.8223293625 -8.616515e-01
## 1531 Developing 7.139211e-01 -1.147536e-01 -0.6753765857 -5.134378e-01
## 1532 Developing -2.285029e-01 7.145903e-01 -1.0849991183 3.318165e-01
## 1533 Developing 6.285808e-01 -5.105728e-02 -0.7726169744 -5.639558e-01
## 1534 Developing -6.269527e-01 9.238397e-01 1.8001902180 -1.024869e+00
## 1535 Developing -7.788458e-01 5.989309e-01 1.7401182046 -1.037270e+00
## 1536 Developing -2.016977e-01 -6.836148e-02 -0.2473796954 -8.914064e-01
## 1537 Developing -3.612670e-01 1.173009e-01 0.5273622783 -9.131737e-01
## 1538 Developing -3.645650e-01 4.260497e-02 0.0705817706 -8.631684e-01
## 1539 Developing -7.975391e-01 -1.205988e+00 -0.6390847533 -1.476085e+00
## 1540 Developing -6.404472e-01 -3.559151e-01 -0.1827602915 -8.823369e-01
## 1541 Developing 3.135268e-01 4.589462e-01 -0.9508782892 -8.304550e-01
## 1542 Developing 1.636356e-01 6.804654e-01 -1.1404366675 -9.622608e-01
## 1543 Developing 4.890560e-01 1.360007e-03 -1.0456098850 -1.991688e+00
## 1544 Developing 1.453727e-01 6.419334e-01 -1.0428448426 -1.028152e+00
## 1545 Developing 1.029165e-01 6.777840e-01 -1.0204255054 -1.061190e+00
## 1546 Developing 4.963247e-02 7.891381e-01 -1.1584143317 -1.085396e+00
## 1547 Developing -5.707196e-03 8.628868e-01 -1.1096952281 -9.653004e-01
## 1548 Developing 4.492394e-02 8.355839e-01 -1.2050606637 -8.373387e-01
## 1549 Developing 1.082286e-01 7.833219e-01 -1.1568492377 -5.883506e-01
## 1550 Developing -3.996399e-01 1.260502e+00 -1.4622947355 1.927331e-01
## 1551 Developing -3.430984e-01 1.158362e+00 -1.2825880576 3.749783e-01
## 1552 Developing -1.741110e-01 9.793174e-01 -0.2224420172 -4.399784e-01
## 1553 Developing 1.072408e-01 7.507780e-01 -1.1232899168 -5.223859e-01
## 1554 Developing -6.448122e-01 2.838470e-01 -0.3613148037 -2.559086e-01
## 1555 Developing -1.322605e+00 8.394818e-01 -0.4829089638 1.249700e+00
## 1556 Developing -1.169408e+00 1.045835e+00 -0.3929365070 1.366397e+00
## 1557 Developing -3.610282e-01 -2.220389e-01 0.0715248489 2.683340e+00
## 1558 Developing -1.039380e+00 -1.466647e-02 2.1329871756 2.813803e+00
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## 1561 Developing -1.102135e+00 -3.257964e-01 2.1860303143 8.588160e-01
## 1562 Developing -6.388683e-01 -9.965865e-01 0.9685047659 1.038954e+00
## 1563 Developing -1.163809e+00 3.874099e-01 1.0741275789 2.935044e+00
## 1564 Developing -1.364407e+00 5.391235e-01 1.0993658915 2.986577e+00
## 1565 Developing -2.070809e+00 -1.575902e+00 1.0809187467 3.739529e-01
## 1566 Developing -3.598296e+00 -8.747377e-01 1.1222954176 2.718094e+00
## 1567 Developing -7.933985e-01 5.007301e-01 2.3871913089 -1.222888e-01
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## 1569 Developing 3.041677e-01 -1.170910e+00 1.4184161136 -6.266846e-01
## 1570 Developing 1.590470e-01 -5.182167e-01 2.6649115846 -9.053139e-01
## 1571 Developing 2.968129e-01 -5.055791e-02 1.9329739537 3.837707e-01
## 1572 Developing 6.613512e-01 -2.222480e-01 1.0304485797 6.236011e-01
## 1573 Developing 9.330285e-01 -3.285375e-01 0.1145169289 6.877476e-01
## 1574 Developing 9.413162e-01 -2.599159e-01 -0.4134762589 6.264310e-01
## 1575 Developing -4.434659e-01 -1.546657e+00 -1.2381922262 5.146289e-01
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## 1577 Developing 9.500967e-01 -1.032531e-01 -0.6403183977 5.815791e-01
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## PC5 PC6 PC7 PC8 PC9
## 1 1.3024727289 0.3700534288 -1.836333e-02 -1.5127427827 -1.0509311992
## 2 0.9275501459 0.5460654713 -1.262904e-01 -0.2036458684 0.0780015902
## 3 0.8889705885 0.5818984132 -1.564684e-01 -0.1460784925 0.1171617897
## 4 0.9578387440 0.6100557262 1.912489e-02 -0.1214814285 0.1971592986
## 5 0.7635540456 0.5563971597 5.581423e-03 -0.1244470865 0.1921308182
## 6 1.1399104699 0.6506528028 -5.722619e-02 -0.0953743360 0.1905030813
## 7 1.2245658806 0.6476471845 2.355573e-02 -0.0943331226 0.1633366969
## 8 0.8764551724 0.5808051539 -1.296186e-01 -0.0982604824 0.1605913356
## 9 0.3851755503 0.4753535258 -2.110976e-01 -0.1329985336 0.1556741466
## 10 0.6216314742 0.5072664155 -1.318394e-01 -0.2647718872 0.0353615429
## 11 1.0082246340 0.6065179110 -1.748249e-01 -0.2582963606 -0.0110759014
## 12 1.3815223239 0.4391787000 -1.998541e-01 -1.5284517463 -1.1288403028
## 13 1.1390003021 0.5704948412 -2.033470e-01 -0.6274424078 -0.3553138331
## 14 1.6751218515 1.4552025256 -9.297276e-02 -0.3505432089 -1.2472051525
## 15 0.8225559888 0.4032865845 4.651031e-01 -0.8709835052 -0.3810884104
## 16 0.9941587983 0.3958240885 3.030576e-01 -1.0711922433 -0.6002260441
## 17 0.4441739732 -0.3315946853 -1.721370e-01 -0.1196231925 0.1334560182
## 18 0.5852786730 -0.0733623135 -1.742809e-01 -0.0378162552 -0.0484244754
## 19 0.2663813331 -0.3317577492 -1.762991e-01 -0.1241720564 0.1185558538
## 20 0.1992865085 -0.3611587708 -1.710839e-01 -0.0883566777 0.0549023258
## 21 0.1929752497 -0.3533425459 -1.624453e-01 -0.0679776757 0.0196953331
## 22 0.1676670294 -0.4656194371 -1.673242e-01 0.0077087715 -0.0463630759
## 23 0.1772956943 -0.3771665665 -1.494790e-01 0.0003194163 -0.0848737110
## 24 0.5268878676 -0.1196516226 -1.515664e-01 0.1961082993 -0.3707950627
## 25 0.5663645598 -0.1031235494 -1.363969e-01 0.2246627141 -0.3504939726
## 26 -0.2591957865 1.0561198550 2.725816e-02 0.6582815550 -1.0620892474
## 27 0.5893417184 -0.0334601567 -1.320805e-01 0.1653205107 -0.3570514943
## 28 0.6556655263 0.1250616294 -1.360426e-01 0.0969776758 -0.2457804538
## 29 0.6888852352 0.1067530304 -1.240845e-01 0.1565798604 -0.2615175755
## 30 0.7206739951 0.2323200729 -1.222290e-01 0.1637656943 -0.1654546077
## 31 0.5821302765 0.1926049541 -1.204456e-01 0.1852703242 -0.2802023376
## 32 0.7149774972 0.2992089307 -6.123932e-02 0.1599974213 -0.2263488091
## 33 1.5472989195 0.2421097823 -2.726407e-01 -0.2746271775 0.5132193665
## 34 1.0565275208 0.0383863769 -2.660473e-01 -0.4717467545 0.7791379333
## 35 0.7340369663 0.0066086366 -2.851927e-01 -0.4743786895 0.7400778643
## 36 0.4807621134 -0.0204820758 -2.936314e-01 -0.4819943160 0.7282888240
## 37 0.4378070205 -0.0173207226 -2.941880e-01 -0.4662342116 0.7143831579
## 38 0.5049733298 -0.0127814281 -2.719206e-01 -0.4306813956 0.6748326859
## 39 0.2316664267 -0.1498648290 -2.667836e-01 -0.3636745963 0.6072506940
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## 932 1.3192753320 1.2156412536 1.739842e-02 0.3015621224 -0.2589572293
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## 1000 0.2567211681 -0.3069717940 -3.806055e-01 -0.2904118484 0.3134456051
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## 1022 0.5420207201 2.0094627688 3.726666e-01 2.2843886765 0.6532506895
## 1023 0.8161832543 2.0800092210 3.944625e-01 2.3345207800 0.6137901283
## 1024 0.3978378697 -0.5730077595 -1.016572e-01 -0.0076695785 0.0855963077
## 1025 0.4293286103 -0.5838974665 2.652848e-01 1.8971771921 1.0808867413
## 1026 0.3880278926 -0.6159576080 -7.918812e-02 0.0275094306 0.0230731753
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## 1028 0.4801832880 -0.4075273722 2.549741e-01 1.7603972172 1.2682665354
## 1029 1.7359080917 -0.2957326651 3.769162e-01 0.0364361734 -0.8408320858
## 1030 0.8059674196 -0.0614119868 -3.005840e-01 -0.4135678083 0.7217718252
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## 1037 0.0029014176 1.3984085166 6.806247e-02 0.2253119022 -0.3041734762
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## 1041 0.4683860086 -0.0849179066 1.019239e+00 1.4681115797 1.6422735393
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## 1043 0.1466849792 -0.0449151535 -2.799232e-02 -0.1678147455 0.6898161757
## 1044 0.4613443419 0.4000424987 5.278004e-01 0.9929369536 0.8782845691
## 1045 0.1747161677 0.0979403411 -2.872950e-01 -0.3215524926 0.6448094681
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## 1048 0.6029447525 1.6256107206 -2.495036e-01 0.3840191683 -0.8634885511
## 1049 0.3586710234 1.5643140836 -9.394118e-02 0.3960311848 -0.8473923936
## 1050 0.4509719995 1.7251079145 -2.948190e-01 0.5251600318 -0.9856966097
## 1051 0.3730985196 0.9619901837 -3.846520e-01 0.2193643090 -0.5722986979
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## 1058 0.5399150572 0.9699394423 3.600638e-01 1.3400905460 -0.0590862973
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## 1457 -0.9076916606 0.1684946353 1.157188e-01 0.1184541360 -0.3519479610
## 1458 -0.8503247848 -0.0071468428 7.088816e-02 0.2648397808 -0.4714650497
## 1459 -0.4752237502 0.6352212149 3.596285e-01 0.3364542698 -0.7728560137
## 1460 -0.9702759842 0.1856118830 5.100897e-01 0.1059940989 -0.3840897332
## 1461 -1.1029248560 0.1561261632 1.832134e-01 0.2218538612 -0.4657223169
## 1462 -1.1213723272 0.1517710359 1.554603e-01 0.2503464157 -0.4919039570
## 1463 -1.1219020997 0.1172753950 1.580444e-01 0.2831249743 -0.5183884393
## 1464 -1.1630447929 0.1027172520 2.096876e-01 0.2664581034 -0.4924568533
## 1465 -1.3578689897 0.6982286025 2.999192e-01 0.5220856536 -0.8771240977
## 1466 -1.2408748219 0.6253533994 8.002913e-01 0.4925633980 -0.8804111980
## 1467 -1.1923568047 0.1120140830 4.694041e-01 0.2522454716 -0.5077703309
## 1468 -1.1360846276 0.1089243106 1.955130e-01 0.3408197144 -0.5614898631
## 1469 -0.9275289632 0.7027813074 -5.108162e-02 -0.0606197088 -0.1422319431
## 1470 -1.0339977305 0.7095188709 -8.582653e-02 -0.0339244464 -0.0867283156
## 1471 -1.1115312254 0.7197081901 -9.379250e-02 -0.0401386808 -0.0802288993
## 1472 -1.1409516978 0.5873738052 5.436699e-02 -0.0399844956 -0.3002919274
## 1473 -1.1162197042 0.6728582927 -3.372623e-02 -0.0373575000 -0.1827336883
## 1474 -1.0827356525 0.7161497869 -3.537433e-02 0.1146840484 -0.0590365073
## 1475 -1.2391833374 0.7004497998 -7.792899e-02 -0.0389940363 -0.1254467475
## 1476 -0.1401498695 0.2875579297 -5.622357e-02 -0.2784156435 0.4256144411
## 1477 -0.1936381652 0.3016356102 -4.738166e-02 -0.2382326603 0.4435866529
## 1478 -0.2207940499 0.2934938749 -7.526499e-02 -0.2359038769 0.4497241744
## 1479 0.3869205347 1.0388149145 -8.240234e-02 0.2470503174 -0.4580166628
## 1480 -0.3482524439 0.1353743360 -5.745875e-02 -0.1681463605 0.3347648281
## 1481 -0.2028621106 0.7386254060 8.904543e-02 0.0866767127 -0.0431056198
## 1482 -0.0136791181 0.4183826191 3.635392e-01 -0.3122743910 -0.8135041187
## 1483 0.7735478956 -0.6868263090 1.306896e-01 0.9264101653 2.1087946736
## 1484 0.6580595198 -0.6705481556 -2.018782e-01 -0.7823023188 1.2011877894
## 1485 0.6686879854 -0.8543208935 -1.758039e-01 -0.6774805367 1.0614138656
## 1486 0.9234780719 -0.5150722026 -1.970298e-01 -0.4123810080 0.6146760958
## 1487 0.4170003523 -0.8065877356 -1.929522e-01 -0.6654925328 0.9948496894
## 1488 0.5312186809 -0.9136907400 -1.938101e-01 -0.5743137078 0.9528401631
## 1489 0.5172024361 -0.6922805522 -1.915330e-01 -0.6236671656 1.0736760787
## 1490 -0.1339067460 1.2768102612 4.243463e-02 0.2596954426 -0.4014490642
## 1491 -0.1772580006 1.2898329920 2.883000e-02 0.2333525772 -0.3922496256
## 1492 1.7318508963 -0.4081827691 -9.387338e-02 -2.3637675681 -1.0683361188
## 1493 0.3618029595 -0.7379822705 1.494782e-01 1.3284481592 1.9315252714
## 1494 0.7159552365 -0.7653948817 -1.533524e-01 -0.3583180278 0.8874685755
## 1495 0.5265393604 -0.6970624819 -1.781610e-01 -0.6540666736 0.7949746562
## 1496 0.5873842733 -0.6161955784 -1.876619e-01 -0.5814856237 0.8965228576
## 1497 0.3841822630 -0.7220370514 -2.125412e-01 -0.5882636188 0.8204515294
## 1498 -0.4689156680 -0.1557547628 -8.887185e-02 -0.1404650724 0.0315227581
## 1499 -0.1125931507 -0.5152697775 -6.429502e-02 0.1570224279 -0.2004208819
## 1500 -0.4803083214 -0.1254429508 -8.274864e-02 -0.1894262332 -0.0481462184
## 1501 -0.1851209794 -0.4895165901 3.025871e-01 2.0528266261 0.7920629119
## 1502 -0.5921532270 -0.1211760018 2.795999e-01 1.7900882348 0.9947951169
## 1503 0.6053606511 -0.6842742264 4.168578e-01 0.1366600680 -0.9147897281
## 1504 -1.4376262658 1.1685206937 3.820027e-01 2.1625072996 0.3297039993
## 1505 0.0516500799 -0.7236003736 3.008364e-02 -1.7786582618 -1.9690862664
## 1506 -0.5942220507 -0.4436777163 -5.946655e-02 0.1298123605 -0.3262769095
## 1507 -0.6402320165 -0.0158304128 -8.872085e-02 -0.0878946105 -0.0696735175
## 1508 0.1151003359 0.2426997632 -7.627760e-02 0.3915972805 -0.7226707502
## 1509 -0.3647636697 -0.2659338685 1.081512e-02 0.4756723701 -0.0509237090
## 1510 -0.3833001411 -0.2021779723 3.157557e-01 2.2536726010 1.0014485218
## 1511 0.5594024969 1.9390802738 -1.041210e-02 0.4213899384 -0.6328936602
## 1512 1.2801105756 0.2701087447 -1.902385e-01 -0.3057361997 0.4775512867
## 1513 1.2527100628 0.2901437318 -1.802284e-01 -0.2918613824 0.4459221919
## 1514 1.2179585149 0.3327032704 -1.870943e-01 -0.2883341361 0.4429128978
## 1515 1.1617814699 0.1684446141 -1.908702e-01 -0.1707681576 0.3237153048
## 1516 0.9020706668 0.3214226343 -2.088216e-01 -0.2691656523 0.3861425784
## 1517 0.8567614576 0.1665892702 -2.107482e-01 -0.1586596091 0.2771247471
## 1518 0.7716214925 0.3225907329 -2.118154e-01 -0.2455648197 0.3426737876
## 1519 0.7453806766 0.3164330910 -2.119273e-01 -0.2083991236 0.2958789709
## 1520 0.7340434991 0.3274391820 -1.995670e-01 -0.1748817600 0.2924762263
## 1521 0.7475551179 0.3504229213 -1.910782e-01 -0.1645905616 0.2722642096
## 1522 0.1458854579 1.7607148914 -1.792786e-02 0.5107830403 -0.6652423373
## 1523 0.6786801112 0.3528268089 -1.745888e-01 -0.0972995749 0.2706397631
## 1524 0.6683052519 0.4056270079 -1.679452e-01 -0.0510203325 0.2579045276
## 1525 0.4107060103 0.1040170552 -1.715176e-01 -0.2026022105 0.4946439712
## 1526 0.8986768169 -0.1916391788 -2.613970e-01 -0.3507696758 0.5025236742
## 1527 0.8750323558 -0.2012778131 3.097488e-01 -0.4145228222 0.5578881705
## 1528 0.5865177266 -0.5142419356 -2.902547e-01 -0.4254991979 0.6960683078
## 1529 0.2897116090 -0.1211310431 -3.260944e-01 -0.6561513709 0.9145630059
## 1530 0.6673122414 -0.4410271136 -3.123621e-01 -0.3766202527 0.6919121832
## 1531 1.0059653761 -0.3306329674 -2.833290e-01 -0.3396938940 0.7155252874
## 1532 0.3352641330 1.3726655955 -9.408469e-02 0.4691070982 -0.3959970238
## 1533 0.8620251609 -0.3017455594 -3.137388e-01 -0.3933721145 0.6890366576
## 1534 1.2699814289 -0.6303721308 -1.794613e-01 -2.1303166530 -0.9588172627
## 1535 0.9818008730 -0.4546403880 3.044133e-01 -2.4392332903 -0.8536635312
## 1536 0.6237593682 -0.4433086818 4.898679e-01 -0.2963640880 0.6804599456
## 1537 0.5895645743 -0.3401842182 2.665740e-01 -0.5086958921 0.5094296872
## 1538 0.6157819137 -0.4331735114 4.027913e-01 -0.3161222391 0.5665351959
## 1539 0.8107900128 -0.0455220342 2.267672e+00 -0.3612396720 0.4938505365
## 1540 0.3344173358 -0.3431875550 1.071302e+00 -0.3121094839 0.8015292420
## 1541 -0.9610766809 -0.4101013206 -2.541641e-01 -0.4288934610 0.5925279446
## 1542 -1.0310875307 -0.6327505060 -2.583795e-01 -0.3325956978 0.4740104564
## 1543 -0.6145359737 0.2264278069 -2.801768e-01 -0.1549216636 0.0081754532
## 1544 -1.1192260901 -0.3936909548 -2.607757e-01 -0.4147670873 0.5258116641
## 1545 -1.0701818838 -0.3757669067 -2.515632e-01 -0.3777239830 0.4761554463
## 1546 -1.0365113518 -0.4549570073 -2.496065e-01 -0.3100505357 0.4351590181
## 1547 -1.0829635519 -0.5048343800 -2.389008e-01 -0.3234901325 0.4601588856
## 1548 -1.0633900256 -0.5094414236 -2.345225e-01 -0.2976738951 0.4490173856
## 1549 -0.8824547110 -0.4628026669 -2.144533e-01 -0.2731083512 0.4356077469
## 1550 -1.1610335844 0.7066456839 -7.982892e-02 0.2544544206 -0.3246048490
## 1551 -0.9431317124 0.8547163751 -4.741276e-02 0.3057319435 -0.3152982898
## 1552 -0.4171074349 -0.3882115107 -1.550521e-01 -0.9604945201 -0.2876114828
## 1553 -0.7307409505 -0.2347470310 -1.987608e-01 -0.1814605488 0.4551080683
## 1554 1.1401621432 1.3365900778 -3.060710e-01 0.3155413640 -0.2874680519
## 1555 0.4002519672 0.4024733261 3.369818e-01 -0.1977598613 0.5356166725
## 1556 0.3813685352 0.4068646172 -1.740039e-01 -0.1340358784 0.5407384533
## 1557 0.0597341414 -0.4435860494 4.378816e-02 0.5262318024 -0.8609125955
## 1558 0.4587227210 -0.3905671868 2.162958e-01 2.2282009763 0.0823650315
## 1559 -0.3839342028 -0.5578513515 -1.583917e-01 0.4139892217 -0.7702908423
## 1560 0.8118044519 0.5411759088 -1.559194e-01 0.9055522717 -1.8036738529
## 1561 1.4613768542 0.3493721652 1.003439e-01 -0.6230844160 -3.1041954073
## 1562 1.0972212052 0.5429840010 2.209014e-01 0.8773426125 -1.8569590751
## 1563 -0.2008285405 -0.8137847784 -2.862824e-01 0.3163336329 -0.8839466275
## 1564 -0.4168373545 -0.9498579900 -3.094694e-01 0.2611844595 -0.7526399825
## 1565 0.4359833651 0.1891826687 2.172807e+00 0.8860987458 -1.6417739830
## 1566 -0.7976719163 -1.4738093428 3.984104e+00 0.3290906131 -0.1130364266
## 1567 0.4505063448 0.8976450922 4.417648e-01 1.5413169313 -1.7250629732
## 1568 -0.1184571616 0.4494788928 3.346918e-01 1.4041760145 -1.0464135447
## 1569 0.8731811080 -0.6495312839 1.207179e+00 0.6589491040 -0.2886820188
## 1570 0.8409942379 -0.6697490803 3.588250e-01 0.9832655157 -0.4236121961
## 1571 0.5401105541 -1.2071850334 1.557904e-01 0.1935082682 -0.2010865801
## 1572 0.3369312861 -1.2379065639 6.087379e-02 0.1848135274 -0.0887243898
## 1573 -0.3590723039 -1.3992742262 -5.255221e-02 0.1050341988 0.0585261072
## 1574 -0.3492001603 -1.4584104285 -1.777170e-02 0.1074414602 0.1173684812
## 1575 -0.1685076814 -1.5676477281 3.501195e+00 -0.5527876677 0.3549199504
## 1576 -0.2166463218 -1.2557102778 6.912445e-02 -0.2360302494 0.2225863361
## 1577 -0.1021843460 -1.1340249988 -1.290199e-01 -0.1395034638 0.3109661323
## 1578 0.1490592876 -1.0355074314 -1.307982e-02 0.3546885733 0.6336573701
## 1579 0.0429065149 -0.9826170999 6.969139e-01 0.8409906171 1.1840692195
## 1580 -0.0162600186 -1.0291823203 1.658602e+00 1.6633991168 1.7943838707
## 1581 -0.0942686553 -0.9626011220 2.988829e-01 1.9575739142 1.7397201211
## 1582 1.0219655162 -0.6203035884 -9.428820e-02 -0.1137787675 0.1638128208
## 1583 1.0686154550 -0.5770844885 -8.677794e-02 -0.1236087986 0.1775318983
## 1584 1.1080012251 -0.5914760717 -8.690252e-02 -0.0884234029 0.1579816018
## 1585 1.0276856804 -0.5595039111 -9.174931e-02 -0.0787251759 0.1145520004
## 1586 0.5486857058 -0.0224126358 -1.148723e-01 -0.4687197682 0.4216921510
## 1587 0.0067606185 1.5394027315 9.014660e-02 0.4113257084 -0.8436441197
## 1588 0.2514373740 0.9691820744 1.097456e-01 0.8027747620 -1.1963377717
## 1589 0.9040978082 -0.7345152303 -7.568248e-02 0.0618613975 -0.0708609327
## 1590 1.3902069359 -0.0206321874 -3.630062e-02 -0.2180952437 0.2233489621
## 1591 1.7443442356 -0.4528141312 -1.771690e-02 0.0967354274 -0.0046780639
## 1592 1.7722150693 -0.1314969025 -1.250678e-02 -0.0638216918 0.2064980856
## 1593 0.5119022332 -0.5618142084 -1.072103e-01 -0.0819222481 0.0751480416
## 1594 0.6353909912 -0.6148288346 -1.001245e-01 -0.0266892845 -0.0626827998
## 1595 0.5547127577 -0.5166586119 -8.877831e-02 -0.0029294686 -0.0583824569
## 1596 0.5756767956 -0.4581617134 -6.833069e-02 -0.0320965025 -0.0495855495
## 1597 0.4613940201 0.0614056944 -2.384807e-01 -0.3408435373 0.7029810517
## 1598 0.5868021382 0.1183459256 -2.297970e-01 -0.3228636871 0.6923684620
## 1599 0.6321936252 0.1548660478 -2.301593e-01 -0.3064797982 0.6736786150
## 1600 0.0756904632 -0.0956165826 -1.896011e-01 -0.1471540263 0.2949426377
## 1601 -0.4399128900 1.0574129038 -1.048466e-01 0.3497447272 -0.4545750776
## 1602 -0.1363506680 1.1418618968 -9.082259e-02 0.4006891648 -0.4346735893
## 1603 0.2145411177 -0.0132858947 -1.966946e-01 0.0509741388 0.3769642220
## 1604 0.1949036472 0.0134603542 -1.634088e-01 -0.1581928415 0.2933390262
## 1605 0.1203245802 0.0346226711 -1.713073e-01 -0.2580372414 0.2497267947
## 1606 -0.0270234519 0.0331400938 -2.009368e-01 -0.1777749092 0.3639546651
## 1607 0.0111662178 0.0981850213 -2.596563e-01 -0.1617768098 0.3507852583
## 1608 0.0288180195 0.1228804848 -2.606230e-01 -0.1549382414 0.3446651369
## 1609 0.1168404159 0.1458486258 -1.043080e-01 0.7255774377 0.8260760925
## 1610 0.6119301536 -0.0300322394 -1.965307e-02 -0.4953988640 0.5761408820
## 1611 0.2468696953 -0.1134242182 -4.639497e-02 -0.4909980709 0.5373424551
## 1612 -0.3704863879 1.3166759615 1.091381e-01 0.1320558754 -0.4052298284
## 1613 0.1045047098 -0.1558547470 -2.993425e-02 -0.3955713068 0.4176400426
## 1614 0.3237982797 -0.0937845879 -2.732645e-03 -0.3212996057 0.4430665421
## 1615 0.0950135960 -0.1482762810 -1.768459e-02 -0.3158873586 0.4240606392
## 1616 -0.0268114455 -0.1869465550 -1.271193e-02 -0.2644683466 0.3804630095
## 1617 -0.0147375725 -0.1595263817 2.312577e-01 1.0550865382 1.1219364349
## 1618 0.1023734106 -0.2104335512 1.171843e-02 -0.1228806641 0.3865023364
## 1619 -0.0038664363 -0.1058025734 -1.589682e-03 -0.2381938167 0.4223141495
## 1620 0.0525721694 -0.0774968230 -1.919013e-03 -0.2757872475 0.3955400131
## 1621 0.0942950409 -0.1841786651 2.036308e-02 -0.2043951756 0.2776702188
## 1622 -0.1633047155 -0.1708894736 -9.418109e-03 -0.2893883932 0.2626917854
## 1623 -0.1917709416 -0.1374674927 -2.994435e-02 -0.3553804763 0.2730165605
## 1624 0.2500737307 0.3365083065 2.365969e-01 1.3774503307 0.5320234270
## 1625 -0.2950291985 0.2300293368 -1.852495e-01 -0.4958003984 0.3879172473
## 1626 -0.4998999134 -0.0924961486 -1.268652e-01 -0.2313697213 0.0682844538
## 1627 -0.1911435449 -0.3526674206 2.002197e-02 -1.8584879956 -1.2566195354
## 1628 -0.9301614805 -0.2342168408 9.587355e-01 -0.3192615601 0.3748255144
## 1629 -0.5744816478 0.1032166391 1.305964e+00 -1.9275123194 -1.5735498211
## 1630 -1.0807401475 0.5127919301 -1.646529e-01 0.0420325161 0.0019045056
## 1631 0.6666850063 0.7460132827 -1.188578e-01 -1.5806943418 -2.1485631411
## 1632 -1.1236857432 -0.5227282362 2.001972e-01 1.2920435577 1.4536615649
## 1633 -0.8012838493 -0.5331752900 -9.378743e-02 -0.2875871513 0.7242381044
## 1634 -0.4963482577 -0.4991789065 -1.074565e-01 -0.3026989582 0.8142973299
## 1635 -0.6065750664 -0.7574001135 -1.266587e-01 0.0567875505 0.0417306227
## 1636 -0.8925130383 0.0687046334 -5.041362e-02 0.3718765261 -0.4207977782
## 1637 -1.0289825193 0.0267720974 -7.365947e-02 0.2448689609 -0.3203047221
## 1638 -0.8905306565 -0.9627494784 -1.708638e-01 -0.1556389878 0.3270477281
## 1639 -1.1994881123 -1.2108731245 1.001681e+00 1.4737480856 1.6389699634
## 1640 -0.9413782661 -1.3226787106 5.696478e-03 -0.4874868023 0.5911539753
## 1641 -1.4018957048 -1.3967363569 -1.209967e-01 -0.5511695076 0.9456203120
## 1642 0.0153774364 0.4044897236 -1.207541e-01 0.2875666898 -0.6514477194
## 1643 0.3199722455 0.5767387000 -7.930048e-02 0.4882412124 -0.9022807969
## 1644 -1.2236263055 -1.6386411108 2.649639e-02 -0.4888362157 1.0845867617
## 1645 -1.0482036349 -1.6343532146 7.555009e-03 -0.5711448681 0.9820209236
## 1646 -0.7521980135 -1.8213074678 4.121504e-01 -0.5833391426 0.5276524439
## 1647 0.5382344204 0.5023375341 -3.415867e-02 0.3762824545 -0.7599659274
## 1648 -1.0570682268 -1.2497853086 -2.669739e-02 -0.6933839868 1.2952328295
## 1649 -0.7332091075 -1.1099648727 6.408667e-02 -0.6745992808 1.2457265355
## PC10
## 1 3.958368e-02
## 2 2.125531e-02
## 3 1.827066e-02
## 4 1.373110e-02
## 5 7.454248e-03
## 6 6.853967e-03
## 7 7.720786e-03
## 8 9.515075e-03
## 9 9.413346e-03
## 10 9.167927e-03
## 11 7.517761e-03
## 12 3.145612e-02
## 13 9.546105e-03
## 14 -9.970355e-03
## 15 7.999232e-03
## 16 1.598845e-02
## 17 -1.606289e-02
## 18 -2.558775e-02
## 19 -1.906563e-02
## 20 -1.792899e-02
## 21 -1.707837e-02
## 22 -1.095381e-02
## 23 -9.088069e-03
## 24 -1.715003e-02
## 25 -1.618332e-02
## 26 7.850774e-04
## 27 -1.549097e-02
## 28 -1.696225e-02
## 29 -1.662648e-02
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## 1416 1.595610e-02
## 1417 3.289808e-02
## 1418 2.281241e-02
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## 1420 3.832360e-02
## 1421 -3.859548e-03
## 1422 3.862748e-02
## 1423 -4.553940e-03
## 1424 -2.451876e-03
## 1425 1.904639e-04
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## 1427 4.239341e-02
## 1428 4.133360e-02
## 1429 -5.921745e-03
## 1430 -5.617152e-03
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## 1445 -3.985783e-03
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## 1448 1.412056e-03
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## 1470 -1.881545e-03
## 1471 -2.300594e-03
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## 1477 2.638938e-04
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## 1479 -2.172542e-02
## 1480 3.247773e-03
## 1481 6.371116e-03
## 1482 3.837161e-02
## 1483 -9.977072e-03
## 1484 -1.790509e-02
## 1485 -1.535374e-02
## 1486 -2.577726e-02
## 1487 -1.449625e-02
## 1488 -1.499013e-02
## 1489 -1.577885e-02
## 1490 -4.030628e-04
## 1491 -1.313583e-03
## 1492 3.936981e-03
## 1493 -6.785024e-03
## 1494 -1.337585e-02
## 1495 -1.217613e-02
## 1496 -1.455729e-02
## 1497 -1.505803e-02
## 1498 1.780576e-03
## 1499 2.244172e-03
## 1500 2.977428e-03
## 1501 1.170908e-02
## 1502 1.143016e-02
## 1503 4.295174e-02
## 1504 1.885403e-02
## 1505 3.492683e-02
## 1506 5.603412e-03
## 1507 2.394349e-03
## 1508 -1.141172e-02
## 1509 1.035007e-03
## 1510 5.522056e-03
## 1511 -1.244097e-02
## 1512 -2.339197e-02
## 1513 -2.277472e-02
## 1514 -2.305854e-02
## 1515 -2.298431e-02
## 1516 -2.340970e-02
## 1517 -2.329671e-02
## 1518 -2.748001e-02
## 1519 -2.725884e-02
## 1520 -2.657326e-02
## 1521 -2.583248e-02
## 1522 -9.403955e-03
## 1523 -2.359060e-02
## 1524 -2.508672e-02
## 1525 -1.571944e-02
## 1526 -1.730375e-02
## 1527 -2.605082e-02
## 1528 -4.316699e-03
## 1529 -2.576937e-03
## 1530 -4.203982e-03
## 1531 1.080742e-04
## 1532 1.493230e-02
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## 1534 3.282527e-02
## 1535 2.681269e-02
## 1536 1.359607e-03
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## 1538 6.183073e-03
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## 1540 -7.048318e-03
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## 1544 -5.201755e-04
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## 1563 -3.258702e-02
## 1564 -3.907932e-02
## 1565 -1.241721e-01
## 1566 -1.283707e-01
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## 1568 3.172561e-02
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## 1570 1.890639e-02
## 1571 2.871729e-02
## 1572 2.317568e-02
## 1573 1.976854e-02
## 1574 1.417236e-02
## 1575 -4.836585e-02
## 1576 9.491978e-03
## 1577 9.172359e-03
## 1578 1.416885e-02
## 1579 -6.444342e-05
## 1580 -1.099890e-02
## 1581 8.618231e-03
## 1582 -7.299372e-03
## 1583 -7.167752e-03
## 1584 -7.444609e-03
## 1585 -1.192611e-02
## 1586 -1.154410e-02
## 1587 1.008250e-03
## 1588 8.352147e-03
## 1589 -2.393829e-03
## 1590 -2.966931e-03
## 1591 -2.595084e-03
## 1592 -3.694851e-03
## 1593 -5.131544e-03
## 1594 -3.797958e-03
## 1595 -2.678471e-03
## 1596 -4.821422e-04
## 1597 1.860918e-03
## 1598 3.902934e-03
## 1599 1.286568e-03
## 1600 8.180346e-03
## 1601 1.743058e-02
## 1602 1.946591e-02
## 1603 1.429217e-02
## 1604 7.551767e-03
## 1605 1.032045e-02
## 1606 1.019530e-02
## 1607 5.727740e-03
## 1608 7.301209e-03
## 1609 1.448389e-02
## 1610 -4.795202e-03
## 1611 -5.073041e-03
## 1612 4.536193e-03
## 1613 -2.233058e-03
## 1614 -1.470457e-03
## 1615 -1.455311e-03
## 1616 -1.663845e-04
## 1617 5.058711e-03
## 1618 5.624130e-04
## 1619 4.059991e-04
## 1620 7.619037e-04
## 1621 1.905902e-03
## 1622 1.898931e-03
## 1623 1.415174e-03
## 1624 -5.169512e-03
## 1625 -3.361469e-03
## 1626 7.116481e-03
## 1627 2.847708e-02
## 1628 -2.036377e-02
## 1629 8.387300e-03
## 1630 -1.002925e-02
## 1631 -1.246604e-02
## 1632 4.021966e-03
## 1633 7.662683e-04
## 1634 -2.982769e-03
## 1635 1.043067e-02
## 1636 1.999237e-02
## 1637 1.450658e-02
## 1638 1.140442e-02
## 1639 7.995493e-03
## 1640 2.731645e-02
## 1641 2.259379e-02
## 1642 -2.945661e-02
## 1643 -3.293984e-02
## 1644 3.580470e-02
## 1645 3.665607e-02
## 1646 6.031217e-02
## 1647 -2.406653e-02
## 1648 2.378261e-02
## 1649 1.419379e-02
# Means of scores for all the PC's classified by Status
tabmeansPC <- aggregate(expecttyp_pca[,2:11],by=list(Status=expect$Status),mean)
tabmeansPC
## Status PC1 PC2 PC3 PC4 PC5
## 1 Developed 1.5878806 -1.4542792 0.39620163 0.18058910 -0.4176836
## 2 Developing -0.2731109 0.2501319 -0.06814555 -0.03106081 0.0718404
## PC6 PC7 PC8 PC9 PC10
## 1 -0.027444838 -0.022914827 0.042983587 -0.28999984 0.0010817265
## 2 0.004720434 0.003941285 -0.007393055 0.04987915 -0.0001860539
tabmeansPC <- tabmeansPC[rev(order(tabmeansPC$Status)),]
tabmeansPC
## Status PC1 PC2 PC3 PC4 PC5
## 2 Developing -0.2731109 0.2501319 -0.06814555 -0.03106081 0.0718404
## 1 Developed 1.5878806 -1.4542792 0.39620163 0.18058910 -0.4176836
## PC6 PC7 PC8 PC9 PC10
## 2 0.004720434 0.003941285 -0.007393055 0.04987915 -0.0001860539
## 1 -0.027444838 -0.022914827 0.042983587 -0.28999984 0.0010817265
tabfmeans <- t(tabmeansPC[-1])
tabfmeans
## 2 1
## PC1 -0.2731109490 1.587880600
## PC2 0.2501318913 -1.454279219
## PC3 -0.0681455533 0.396201626
## PC4 -0.0310608119 0.180589101
## PC5 0.0718403987 -0.417683640
## PC6 0.0047204341 -0.027444838
## PC7 0.0039412850 -0.022914827
## PC8 -0.0073930548 0.042983587
## PC9 0.0498791484 -0.289999842
## PC10 -0.0001860539 0.001081726
# Standard deviations of scores for all the PC's classified by Status Of the country
tabsdsPC <- aggregate(expecttyp_pca[,2:11],by=list(Status=expect$Status),sd)
tabfsds <- t(tabsdsPC[,-1])
t.test(PC1~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC1 by expect$Status
## t = 29.854, df = 871.76, p-value < 2.2e-16
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## 1.738643 1.983340
## sample estimates:
## mean in group Developed mean in group Developing
## 1.5878806 -0.2731109
t.test(PC2~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC2 by expect$Status
## t = -24.626, df = 397.19, p-value < 2.2e-16
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -1.840476 -1.568346
## sample estimates:
## mean in group Developed mean in group Developing
## -1.4542792 0.2501319
t.test(PC3~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC3 by expect$Status
## t = 6.9142, df = 371.06, p-value = 2.066e-11
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## 0.3322874 0.5964070
## sample estimates:
## mean in group Developed mean in group Developing
## 0.39620163 -0.06814555
t.test(PC4~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC4 by expect$Status
## t = 3.4928, df = 363.21, p-value = 0.0005369
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## 0.09248663 0.33081319
## sample estimates:
## mean in group Developed mean in group Developing
## 0.18058910 -0.03106081
t.test(PC5~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC5 by expect$Status
## t = -6.21, df = 283.78, p-value = 1.878e-09
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.6446865 -0.3343616
## sample estimates:
## mean in group Developed mean in group Developing
## -0.4176836 0.0718404
t.test(PC6~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC6 by expect$Status
## t = -0.3949, df = 270.77, p-value = 0.6932
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.1925257 0.1281952
## sample estimates:
## mean in group Developed mean in group Developing
## -0.027444838 0.004720434
t.test(PC7~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC7 by expect$Status
## t = -1.047, df = 1509.8, p-value = 0.2953
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.07717214 0.02345992
## sample estimates:
## mean in group Developed mean in group Developing
## -0.022914827 0.003941285
t.test(PC8~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC8 by expect$Status
## t = 0.82212, df = 290.47, p-value = 0.4117
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.07022549 0.17097877
## sample estimates:
## mean in group Developed mean in group Developing
## 0.042983587 -0.007393055
t.test(PC9~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC9 by expect$Status
## t = -6.3613, df = 302.99, p-value = 7.368e-10
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.4450185 -0.2347395
## sample estimates:
## mean in group Developed mean in group Developing
## -0.28999984 0.04987915
t.test(PC10~expect$Status,data=expecttyp_pca)
##
## Welch Two Sample t-test
##
## data: PC10 by expect$Status
## t = 0.79271, df = 1646.6, p-value = 0.4281
## alternative hypothesis: true difference in means between group Developed and group Developing is not equal to 0
## 95 percent confidence interval:
## -0.001869110 0.004404671
## sample estimates:
## mean in group Developed mean in group Developing
## 0.0010817265 -0.0001860539
# F ratio tests
var.test(PC1~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC1 by expect$Status
## F = 0.15853, num df = 241, denom df = 1406, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.1315019 0.1936868
## sample estimates:
## ratio of variances
## 0.1585265
var.test(PC2~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC2 by expect$Status
## F = 0.58663, num df = 241, denom df = 1406, p-value = 4.377e-07
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.4866234 0.7167386
## sample estimates:
## ratio of variances
## 0.5866278
var.test(PC3~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC3 by expect$Status
## F = 0.69542, num df = 241, denom df = 1406, p-value = 0.0004588
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.5768727 0.8496651
## sample estimates:
## ratio of variances
## 0.6954239
var.test(PC4~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC4 by expect$Status
## F = 0.73704, num df = 241, denom df = 1406, p-value = 0.003076
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.6113943 0.9005114
## sample estimates:
## ratio of variances
## 0.73704
var.test(PC5~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC5 by expect$Status
## F = 2.0044, num df = 241, denom df = 1406, p-value = 1.954e-14
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.662717 2.448986
## sample estimates:
## ratio of variances
## 2.004417
var.test(PC6~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC6 by expect$Status
## F = 2.8529, num df = 241, denom df = 1406, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 2.366598 3.485718
## sample estimates:
## ratio of variances
## 2.85295
var.test(PC7~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC7 by expect$Status
## F = 0.058218, num df = 241, denom df = 1406, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.04829374 0.07113096
## sample estimates:
## ratio of variances
## 0.05821843
var.test(PC8~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC8 by expect$Status
## F = 1.7414, num df = 241, denom df = 1406, p-value = 1.783e-09
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.444505 2.127585
## sample estimates:
## ratio of variances
## 1.741361
var.test(PC9~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC9 by expect$Status
## F = 1.4018, num df = 241, denom df = 1406, p-value = 0.0003377
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 1.162819 1.712694
## sample estimates:
## ratio of variances
## 1.401786
var.test(PC10~expect$Status,data=expecttyp_pca)
##
## F test to compare two variances
##
## data: PC10 by expect$Status
## F = 0.02815, num df = 241, denom df = 1406, p-value < 2.2e-16
## alternative hypothesis: true ratio of variances is not equal to 1
## 95 percent confidence interval:
## 0.02335098 0.03439323
## sample estimates:
## ratio of variances
## 0.02814977
# Plotting the scores for the first and second components
plot(expecttyp_pca$PC1, expecttyp_pca$PC2,pch=ifelse(expecttyp_pca$Status == "Developed",2,16),xlab="PC1", ylab="PC2", main="1649 against values for PC1 & PC2")
abline(h=0)
abline(v=0)
legend("bottomleft", legend=c("Developed","Developing"), pch=c(1,16))
plot(eigen_expect, xlab = "Component number", ylab = "Component variance", type = "l", main = "Scree diagram")
plot(log(eigen_expect), xlab = "Component number",ylab = "log(Component variance)", type="l",main = "Log(eigenvalue) diagram")
print(summary(expect_pca))
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 1.7109 1.3412 1.1084 0.97208 0.9067 0.82122 0.77206
## Proportion of Variance 0.2927 0.1799 0.1229 0.09449 0.0822 0.06744 0.05961
## Cumulative Proportion 0.2927 0.4726 0.5955 0.68995 0.7722 0.83959 0.89920
## PC8 PC9 PC10
## Standard deviation 0.72555 0.6921 0.05149
## Proportion of Variance 0.05264 0.0479 0.00027
## Cumulative Proportion 0.95184 0.9997 1.00000
diag(cov(expect_pca$x))
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## 2.92725879 1.79871772 1.22853048 0.94494424 0.82203031 0.67439889 0.59608324
## PC8 PC9 PC10
## 0.52642115 0.47896375 0.00265144
xlim <- range(expect_pca$x[,1])
expect_pca$x[,1]
## [1] -1.855758e+00 -1.287598e+00 -1.242828e+00 -1.232518e+00 -1.317148e+00
## [6] -1.235920e+00 -1.348377e+00 -1.427810e+00 -1.621394e+00 -1.656870e+00
## [11] -1.510240e+00 -2.108556e+00 -1.730621e+00 -1.536128e+00 -2.229513e+00
## [16] -2.271611e+00 1.144366e+00 1.194106e+00 1.089299e+00 1.089974e+00
## [21] 1.103682e+00 9.951368e-01 1.071376e+00 1.168976e+00 1.150529e+00
## [26] 2.122967e-01 1.064604e+00 1.076421e+00 9.753023e-01 9.432516e-01
## [31] 9.223535e-01 8.755607e-01 7.867060e-01 7.026660e-01 6.027486e-01
## [36] 4.869847e-01 4.330437e-01 4.098797e-01 1.838783e-01 -1.369393e+00
## [41] -7.611112e-01 -1.610557e-01 -2.750876e-02 -1.559163e+00 -1.295213e+00
## [46] -1.179895e+00 -1.178921e+00 -1.380452e+00 -1.523433e+00 -1.413475e+00
## [51] -1.415612e+00 1.111564e+00 1.239111e+00 1.390917e+00 5.353662e-01
## [56] 1.185684e+00 1.451059e+00 4.440740e-01 1.121010e+00 1.075809e+00
## [61] 1.039455e+00 1.158453e+00 9.749041e-01 9.461053e-01 8.637056e-01
## [66] 7.177999e-01 7.089709e-01 6.272771e-01 6.826134e-01 -1.114999e-01
## [71] -1.111305e-01 -5.176946e-01 3.518460e-01 5.227166e-01 5.568582e-01
## [76] 6.099655e-01 5.638393e-01 3.797259e-01 2.472935e-01 3.093964e+00
## [81] 3.120062e+00 3.130045e+00 3.041629e+00 2.793174e+00 2.628502e+00
## [86] 2.731321e+00 1.754330e+00 2.384178e+00 1.687716e+00 7.903085e-01
## [91] 1.156409e+00 1.548349e+00 1.838312e+00 3.053646e+00 1.937458e+00
## [96] 2.929146e+00 1.939960e+00 2.616489e+00 2.567559e+00 1.739169e+00
## [101] 1.795570e+00 7.270394e-01 1.517135e+00 1.342814e+00 7.544778e-01
## [106] 1.243097e+00 -5.175448e-02 -2.290443e-01 6.025832e-01 -1.159695e-01
## [111] 3.492102e-01 3.747710e-01 -3.117627e-01 1.982114e-01 -4.892451e-02
## [116] 6.760460e-02 -1.036719e+00 -1.425007e-01 -6.052822e-01 -2.955357e-01
## [121] -1.878379e+00 -1.011094e+00 -1.086573e+00 -1.170046e+00 -1.195551e+00
## [126] -1.298674e+00 -1.378318e+00 -1.559889e+00 -1.680682e+00 -1.985261e+00
## [131] -3.190606e+00 -3.185228e+00 -4.097445e+00 1.627995e+00 2.030862e+00
## [136] 7.260665e-01 1.674446e+00 1.447978e+00 1.596038e+00 1.543797e+00
## [141] 4.262182e-01 1.372385e+00 1.290317e+00 1.338551e+00 2.793234e-01
## [146] 1.314467e+00 1.160871e+00 3.707980e-01 2.135126e+00 1.288170e+00
## [151] 1.164347e+00 1.221098e+00 1.103649e+00 1.103596e+00 2.693898e+00
## [156] 9.364251e-01 1.574067e+00 1.387360e+00 2.100497e+00 1.476345e+00
## [161] 7.617308e-01 1.180251e+00 8.356366e-01 1.958806e-01 1.133842e+00
## [166] 9.061075e-01 8.462928e-01 8.838275e-01 9.088640e-01 7.964349e-01
## [171] 7.392999e-01 7.153327e-01 6.387608e-01 6.288568e-01 8.211197e-01
## [176] 4.749686e-01 7.549659e-01 -4.149979e-01 -8.471964e-01 -8.728522e-01
## [181] -2.331998e+00 -6.949705e-01 -7.410823e-01 -1.631238e+00 -9.035347e-01
## [186] -7.458247e-01 -8.719540e-01 -1.914788e+00 -1.221639e+00 -9.299372e-01
## [191] -1.606117e+00 -1.638112e-01 -2.141862e-01 -2.244088e-01 -1.634282e-01
## [196] -5.131484e-01 -1.380834e-01 -2.413005e-02 -1.587343e-01 -2.051996e-01
## [201] -2.160011e-01 -1.395251e+00 -3.147015e-01 -2.798745e-01 -8.833524e-02
## [206] -1.842023e-01 1.061297e+00 1.216878e+00 1.247262e+00 1.118935e+00
## [211] 2.322441e-01 -5.866383e-01 1.053194e+00 1.231146e+00 2.975054e-01
## [216] 4.699589e-01 4.316865e-01 1.299348e-01 5.475597e-02 4.975207e-01
## [221] 3.648548e-01 3.291209e-01 2.617023e-01 2.358940e-01 1.090264e-01
## [226] 2.604661e-03 4.905098e-04 -2.640635e-01 -1.250573e+00 -2.474603e-01
## [231] -7.627627e-01 -5.049415e-01 9.360822e-01 1.036569e+00 9.989691e-01
## [236] 1.096801e+00 9.888297e-01 9.392562e-01 9.201862e-02 7.873032e-01
## [241] 6.895887e-01 6.104776e-01 7.016876e-01 3.391916e-01 2.505818e-01
## [246] 1.796680e-01 1.547441e-01 1.653892e+00 1.861997e+00 1.612110e+00
## [251] 1.561795e+00 8.248002e-01 1.430305e+00 1.434879e+00 5.657930e-01
## [256] 5.549028e-01 1.742057e+00 1.500681e+00 1.468004e+00 1.286782e+00
## [261] 1.550111e+00 1.220992e+00 -7.260332e-01 -6.263704e-02 -2.476989e+00
## [266] -1.468913e+00 -1.362777e+00 -2.115981e+00 -3.882802e-01 -4.452937e-01
## [271] -2.068094e-01 -2.776406e-01 1.914795e-01 -2.381800e-01 1.687504e-02
## [276] 4.252211e-01 -2.009848e-01 2.355709e-01 -7.172011e-01 5.461858e-02
## [281] -1.520691e-01 -5.257254e-01 -2.605176e-01 2.061672e-01 4.108001e-02
## [286] -1.538721e+00 4.632154e-01 3.835772e-01 3.323367e-01 3.856446e-01
## [291] 3.207897e-01 2.343189e-01 4.607136e-01 -6.922280e-02 -7.502015e-01
## [296] -3.332429e-01 -6.292950e-01 -3.796135e-01 -3.559600e-02 -2.645786e-01
## [301] -2.590100e-01 -3.871912e-01 -3.922408e-01 -2.253718e+00 -9.596169e-01
## [306] -9.118323e-01 -1.011865e+00 -1.615158e+00 -1.194143e-01 -1.456311e+00
## [311] -7.179930e-01 -8.493293e-01 -9.372734e-01 -4.003227e-01 4.832612e-01
## [316] 1.680233e+00 1.288914e+00 4.127423e-02 2.476546e+00 1.293154e+00
## [321] 1.136761e+00 7.707111e-01 8.871020e-01 1.500201e+00 4.815909e-01
## [326] 3.263608e-01 -1.738039e+00 -2.352130e+00 -1.819236e+00 -2.023649e+00
## [331] -2.035392e+00 -1.845272e+00 -2.202978e+00 -2.108618e+00 -2.459990e+00
## [336] -2.987622e+00 -2.219716e+00 -2.004216e+00 -2.973768e+00 1.679211e+00
## [341] -2.436456e-01 -3.314329e-01 1.282932e+00 4.027232e-01 1.324753e+00
## [346] 1.278262e+00 1.306328e+00 1.306119e+00 -2.305225e+00 -2.034175e+00
## [351] -1.477381e+00 -1.299131e+00 -2.410572e+00 -2.993262e+00 -5.970335e+00
## [356] -5.485245e+00 -5.419843e+00 -6.595614e+00 -4.959814e+00 -5.282408e+00
## [361] -5.821317e+00 -6.560226e+00 -7.287015e+00 -8.119318e-01 7.792315e-01
## [366] 9.706230e-01 6.180614e-01 8.544471e-01 1.063629e+00 8.206416e-01
## [371] 7.848444e-01 6.685163e-01 -5.799992e-02 4.450950e-01 7.891828e-01
## [376] 2.839345e-01 -4.261058e-01 2.853954e-01 1.476966e-01 -2.150486e-01
## [381] -1.667132e-01 -3.314509e-01 -5.006052e-01 -5.817276e-01 -8.189416e-01
## [386] -9.916993e-01 -8.692542e-01 -9.675978e-01 -8.233338e-01 -2.128681e+00
## [391] 1.188466e+00 1.263577e+00 4.724828e-01 1.244172e+00 1.527021e+00
## [396] 1.193580e-01 1.250113e+00 9.662678e-01 1.124486e+00 -5.627159e-01
## [401] 1.432433e-01 1.101362e+00 9.664925e-01 1.910849e-01 -2.197869e-01
## [406] 1.929319e+00 1.962076e+00 2.029489e+00 2.060642e+00 1.017589e+00
## [411] 1.230065e+00 1.924289e+00 1.855012e+00 9.916647e-01 1.557246e+00
## [416] 1.876246e+00 1.920916e+00 1.657490e+00 1.704224e+00 1.589643e+00
## [421] 1.724981e+00 1.658135e+00 1.596332e+00 1.697688e+00 1.400868e+00
## [426] 1.508839e+00 1.246000e+00 1.393526e+00 -6.831239e-01 1.196845e-01
## [431] 3.527509e-02 1.202695e-01 1.638963e-01 1.262719e-01 1.030166e-01
## [436] -1.100784e+00 -1.591651e-01 -3.048668e-01 4.776541e-01 -9.965034e-03
## [441] 5.577821e-01 -2.461298e-01 4.168161e-01 -3.178541e-01 4.620577e-01
## [446] 6.256501e-01 4.528732e-03 4.270036e-01 1.025045e-01 8.039484e-02
## [451] 1.188967e-01 8.250949e-01 7.091965e-01 6.021094e-01 5.683172e-01
## [456] -9.466539e-01 -1.236431e-01 6.296322e-01 8.195520e-01 5.850305e-01
## [461] 4.889043e-01 -4.610292e-01 5.179982e-01 1.821960e-01 -9.027301e-01
## [466] -4.401492e-01 7.764510e-01 7.475695e-01 7.272032e-01 -3.282043e-01
## [471] 6.105337e-01 8.875920e-01 6.845072e-01 2.425049e-01 -8.416550e-02
## [476] 5.648439e-01 -1.206184e+00 9.589799e-01 6.513669e-01 4.985763e-01
## [481] 7.722331e-01 -1.785416e+00 -4.628300e-01 -2.449008e+00 -6.374813e-01
## [486] -5.846025e-01 -6.599392e-01 -6.322094e-01 -1.734508e-01 -7.437249e-01
## [491] -6.967862e-01 -7.089287e-01 9.947399e-01 7.051965e-01 9.281788e-01
## [496] 8.407770e-01 1.784766e+00 1.827898e+00 1.705531e+00 1.803725e+00
## [501] 1.509336e+00 1.445600e+00 4.893625e-01 -2.253564e+00 -2.777159e+00
## [506] -2.777518e+00 -2.816633e+00 -2.204407e+00 -2.539920e+00 -2.800271e+00
## [511] -2.497044e+00 8.214484e-01 5.838887e-01 -3.168655e-01 5.750704e-01
## [516] 9.129898e-01 8.773077e-01 7.879501e-01 7.774889e-01 4.963968e-01
## [521] 4.496355e-01 3.893094e-01 6.491968e-01 6.332351e-01 2.654479e-01
## [526] -4.227402e-01 2.715617e+00 2.590152e+00 1.926400e+00 5.095036e-01
## [531] 6.416975e-01 2.245576e+00 1.407994e+00 5.410058e-01 1.197303e+00
## [536] 1.099687e+00 9.902988e-01 9.368387e-01 8.074888e-01 1.737370e+00
## [541] 1.340912e+00 -1.268212e+00 8.146334e-02 -7.698517e-01 -1.264729e-01
## [546] -2.834156e-01 2.657384e-01 -1.019819e-01 -9.583114e-02 -8.633185e-01
## [551] -1.176554e+00 9.460071e-01 8.232979e-01 1.419723e+00 1.255792e+00
## [556] 5.138518e-01 4.920944e-02 -5.383535e-01 1.338879e+00 9.248802e-01
## [561] 6.582923e-01 4.780039e-02 1.680764e-01 3.292469e-01 3.092725e-01
## [566] 1.536519e-01 1.974303e+00 1.894838e+00 2.322590e-01 1.710801e-01
## [571] 2.734825e+00 2.764702e+00 2.001090e+00 1.809691e+00 1.603677e+00
## [576] 8.144846e-01 1.631486e+00 2.827328e-01 8.267035e-01 1.180061e+00
## [581] 1.370103e+00 -5.368813e-01 -1.416907e+00 -5.924794e-01 -4.680723e-01
## [586] -3.899648e-01 -4.248377e-01 -4.905903e-01 -1.130870e-01 -7.586729e-01
## [591] -7.994874e-01 -1.302786e+00 -2.318256e+00 -2.900471e+00 1.905114e+00
## [596] 1.955164e+00 2.030927e+00 2.107427e+00 2.100824e+00 1.809021e+00
## [601] 2.229013e+00 2.291917e+00 1.730905e+00 1.142007e+00 1.557059e+00
## [606] 1.768205e+00 1.417442e+00 -2.584628e-01 1.252379e+00 -1.484647e-02
## [611] 3.194109e-01 5.361216e-01 3.636311e-01 5.069057e-01 4.596767e-01
## [616] 7.809852e-01 3.008748e-01 -2.507308e-01 5.019659e-01 -1.513083e+00
## [621] -1.143384e+00 -1.182291e+00 -8.470097e-01 -1.555643e+00 -2.383124e+00
## [626] -1.150592e+00 -1.267275e+00 -3.450475e-01 -3.045524e-01 -3.421181e-01
## [631] -2.121083e-01 -1.925083e-01 -1.057859e+00 7.812653e-01 7.997691e-01
## [636] 1.205080e+00 8.243945e-01 7.870542e-01 9.487041e-01 2.608246e-01
## [641] 1.360391e-01 7.769723e-01 5.737338e-01 5.409751e-01 -2.874857e-01
## [646] 5.376856e-01 -5.931923e-01 -5.984049e-01 1.264163e-01 2.571660e-01
## [651] 1.209916e+00 1.060797e+00 8.893029e-01 8.937896e-01 9.106735e-01
## [656] 7.526210e-01 9.173498e-01 6.792733e-01 7.610979e-01 6.462444e-01
## [661] 6.227135e-01 -2.623167e-03 5.394810e-01 3.425381e-01 -1.025484e+01
## [666] -9.321905e+00 -9.300770e+00 -1.067060e+01 -1.141652e+01 -1.271483e+01
## [671] -1.281375e+01 -1.370871e+01 -1.519753e+01 -1.455351e+01 -1.598992e+01
## [676] -2.717476e+00 -1.645847e+00 -1.956002e+00 -2.306150e+00 -2.223456e+00
## [681] -2.319252e+00 -2.234612e+00 -2.560183e+00 -2.717833e+00 -2.378920e+00
## [686] -3.312656e+00 -3.889271e+00 -3.636129e+00 -2.533456e+00 -2.624891e+00
## [691] -4.447552e-01 -7.477951e-01 -1.040860e+00 -1.057208e+00 -3.460767e-01
## [696] -1.180446e+00 -6.309198e-01 -6.482083e-01 -8.758969e-01 -3.320394e-01
## [701] -4.860992e-01 1.741654e+00 1.734733e+00 1.638809e+00 2.550665e+00
## [706] 1.762412e+00 1.802792e+00 1.729571e+00 1.710939e+00 1.596183e+00
## [711] 1.175754e+00 1.205382e+00 1.128780e+00 1.079234e+00 1.044272e+00
## [716] 2.180354e-01 4.205932e-01 1.238643e+00 1.218694e+00 1.023495e+00
## [721] 1.011519e+00 2.178886e+00 1.646453e+00 2.240812e+00 2.116139e+00
## [726] 2.254043e+00 1.317876e+00 1.501777e+00 2.172130e+00 1.602478e+00
## [731] 2.095220e+00 2.038917e+00 1.562734e+00 1.519643e+00 1.483307e+00
## [736] 1.408585e+00 7.357388e-01 6.434843e-01 7.498805e-01 6.123804e-01
## [741] -3.852604e-02 -1.258334e+00 5.560112e-01 5.325385e-01 7.831485e-01
## [746] 5.958521e-01 5.772463e-01 -9.526099e-02 9.804026e-01 1.000504e+00
## [751] 1.003574e+00 1.026767e+00 1.100567e+00 3.199044e-01 2.099485e-01
## [756] 1.171820e+00 1.035939e+00 9.171507e-01 9.647134e-01 9.844338e-01
## [761] 9.789862e-01 1.027284e+00 9.063111e-01 9.084420e-01 9.738053e-01
## [766] -3.471376e-02 7.175073e-01 6.535697e-01 7.139041e-01 6.668349e-01
## [771] 4.250175e-01 4.897859e-01 1.160606e-02 3.973713e-01 4.469044e-01
## [776] 3.288310e-01 2.610644e-01 3.770841e-01 -6.574216e-01 -8.468347e-01
## [781] -8.705957e-01 -6.763702e-01 -2.707700e+00 -1.017996e+00 -1.119690e+00
## [786] -1.298767e+00 -2.192131e+00 -2.304734e+00 -1.643608e+00 -1.633568e+00
## [791] -1.453611e+00 3.101737e-01 6.217380e-01 6.337422e-01 6.914547e-01
## [796] 6.451637e-01 1.464752e+00 1.313023e+00 1.529979e+00 2.542416e-01
## [801] -7.875316e-01 -3.508836e-01 -3.115530e-01 8.734086e-01 8.203643e-01
## [806] -1.009872e+00 -1.135389e-01 3.787553e-01 4.824502e-01 1.157964e+00
## [811] 1.544009e+00 1.361658e+00 1.341577e+00 1.333326e+00 1.348236e+00
## [816] 1.254952e+00 1.458798e+00 1.417162e+00 1.084410e+00 9.696932e-01
## [821] 9.649882e-01 5.503592e-01 4.951945e-01 6.164341e-01 7.077301e-01
## [826] 7.016052e-01 6.185264e-01 7.348508e-01 -2.746323e-02 8.751121e-01
## [831] -4.782806e-02 -1.368486e-02 8.543229e-01 1.348188e-01 -1.285048e+00
## [836] 2.015886e-01 -1.801749e+00 -8.924789e-01 -3.596087e-01 5.528824e-01
## [841] -7.612281e-01 -7.026062e-02 -2.743283e-01 -1.193097e+00 -4.962396e-01
## [846] -6.499978e-01 -1.467633e+00 -2.255195e+00 -2.109643e+00 -2.536228e-01
## [851] -2.506205e+00 1.565382e-01 -2.564417e-01 3.615494e-01 6.029184e-02
## [856] 1.886380e+00 1.818720e+00 9.396783e-01 1.029141e+00 8.676686e-01
## [861] 1.708919e+00 1.667701e+00 1.876956e+00 1.325722e+00 1.357052e+00
## [866] 5.148351e-01 1.510172e+00 1.596890e+00 1.480716e+00 1.513493e+00
## [871] 2.713275e+00 2.620983e+00 1.121525e+00 3.680991e+00 1.889619e+00
## [876] 1.906495e+00 3.982259e+00 1.482935e+00 3.526647e+00 1.936609e+00
## [881] 3.196077e+00 2.884658e+00 1.825501e+00 2.487243e+00 2.449510e+00
## [886] -1.354467e+00 -6.373508e-01 -1.748404e+00 -9.850188e-01 -2.411358e+00
## [891] -9.237305e-01 -9.780760e-01 -8.019956e-01 -8.368343e-01 -1.730340e+00
## [896] -2.296946e+00 -3.416301e+00 -1.828549e+00 -2.004917e-01 -1.113529e+00
## [901] 5.048447e-01 -8.586107e-02 -5.227599e+00 -1.266385e+00 -1.297868e+00
## [906] -7.629427e-01 -5.912167e-01 -4.893240e-02 -9.688733e-01 -1.267462e+00
## [911] -9.160739e-01 2.988680e-01 2.137612e-01 1.387679e-01 2.468994e-01
## [916] 1.227734e-01 1.588002e-01 1.001902e-01 7.885011e-02 2.106906e-02
## [921] -4.745114e-01 -1.883978e-01 -1.241550e-03 8.988546e-02 -1.641495e-01
## [926] -2.868176e-01 1.281141e+00 9.713224e-01 7.243618e-01 6.401300e-01
## [931] 4.947708e-01 6.045112e-01 4.287123e-01 3.285524e-01 4.428760e-01
## [936] 5.637986e-01 3.484086e-01 2.264731e-01 1.146613e-01 1.287570e-01
## [941] 3.197182e-01 -9.812607e-01 -1.857794e+00 -7.837905e-01 -1.100560e+00
## [946] -1.375495e+00 -1.394121e+00 -1.038672e+00 -1.019769e+00 -1.728748e+00
## [951] -6.292750e-01 -1.990809e+00 -1.256172e+00 1.017622e+00 1.902015e+00
## [956] 1.828331e+00 1.987546e+00 1.207616e+00 1.253062e+00 1.482349e+00
## [961] 1.508008e+00 1.738134e+00 1.667638e+00 1.322638e+00 1.613319e+00
## [966] -5.968894e-01 -1.879868e+00 -1.908513e+00 -7.800668e-01 -1.161065e+00
## [971] -9.630059e-01 -7.904880e-01 -7.577656e-01 -9.419451e-01 -1.099456e+00
## [976] 1.691987e-01 2.714854e-01 2.473666e-01 4.642758e-01 -7.396062e-02
## [981] -4.767392e-02 2.482309e-01 2.738249e-01 3.177515e-01 3.105895e-01
## [986] 3.247263e-01 2.523760e-01 4.791290e-02 8.582593e-02 1.549045e-02
## [991] 6.719384e-01 7.431850e-01 9.190023e-01 1.367275e-01 2.221060e-02
## [996] 1.062597e+00 8.277917e-01 7.747658e-01 8.290267e-01 8.450339e-01
## [1001] 7.799323e-01 7.366862e-01 5.309621e-01 4.725629e-01 4.043963e-01
## [1006] 3.957425e-01 -4.241251e-01 2.965711e-01 2.931400e-01 8.746995e-01
## [1011] 5.547485e-01 5.369759e-01 8.463504e-01 3.200148e-01 4.135811e-01
## [1016] 3.284398e-01 -2.693375e-01 3.070354e-01 -9.881922e-02 1.181302e-01
## [1021] 8.569985e-01 -7.978096e-01 -7.255565e-01 1.229533e+00 3.393550e-01
## [1026] 1.067325e+00 1.115755e+00 1.737011e-01 -5.088295e-01 6.803651e-01
## [1031] 6.618026e-01 6.228057e-01 6.851505e-01 6.988685e-01 5.107001e-01
## [1036] 4.134026e-01 -4.218363e-01 3.090951e-01 3.630214e-01 8.028682e-02
## [1041] -1.052995e+00 1.700576e-01 -1.197738e-01 -5.217999e-01 -1.038416e+00
## [1046] -6.314227e-01 -7.654917e-01 -1.037647e+00 -1.241475e+00 -1.087923e+00
## [1051] -9.031363e-01 -1.473092e+00 -1.416248e+00 -1.843945e+00 -1.837841e+00
## [1056] -2.482218e+00 -1.626750e+00 -1.772842e+00 -5.720300e-01 -8.769110e-01
## [1061] -1.000189e+00 -2.846222e+00 -1.615660e+00 -1.880474e+00 -1.350512e+00
## [1066] -1.247339e+00 -1.103040e+00 -1.500287e+00 -1.712261e+00 -2.122568e+00
## [1071] 2.800735e-01 2.457796e-01 1.284824e-01 5.001525e-01 3.162526e-01
## [1076] -2.978250e-01 -3.260890e-01 -2.216906e+00 -2.957373e-01 -4.952057e-01
## [1081] -3.469484e-01 -6.357378e-01 -7.035931e-01 -5.648976e-01 -1.118615e+00
## [1086] -2.611643e+00 -1.890371e+00 5.762808e-01 1.567743e+00 1.466454e-01
## [1091] 9.932714e-02 1.193011e+00 1.066243e+00 1.051495e+00 1.226684e-01
## [1096] 1.157785e-01 8.336722e-01 8.083736e-01 7.026755e-01 7.171433e-01
## [1101] 4.185273e-01 -6.114237e-01 3.489211e-01 2.621089e-01 2.859448e-01
## [1106] 2.051527e-01 -1.239524e+00 -1.386369e+00 -1.134338e+00 -1.869923e+00
## [1111] -1.786528e+00 -1.167319e+00 -5.829625e+00 -7.005270e+00 -5.657376e+00
## [1116] -5.997429e+00 -5.651790e+00 -5.139157e+00 -6.464510e+00 -5.955633e+00
## [1121] -6.025325e+00 -9.268603e+00 -3.518417e+00 -3.816263e+00 -3.834952e+00
## [1126] -3.656559e+00 -3.513832e+00 -4.353554e+00 -4.762787e+00 -3.906054e+00
## [1131] -3.714543e+00 -4.077186e+00 -3.985619e+00 -4.005226e+00 -4.277557e-01
## [1136] 4.660957e-01 1.146997e+00 1.053630e+00 1.383877e+00 1.048681e+00
## [1141] 9.600445e-01 7.334588e-01 1.018396e+00 2.410029e-01 1.158521e+00
## [1146] 1.018082e+00 1.120860e+00 9.889121e-01 -6.822763e-01 -1.192199e+00
## [1151] -4.229263e-01 -5.077506e-01 -6.696337e-01 -4.832938e-01 -1.929421e-01
## [1156] -6.470176e-01 -4.800925e-01 -2.614968e-01 -1.693052e+00 -7.014120e-01
## [1161] -1.822976e+00 -9.525694e-01 -1.356071e+00 6.536173e-01 -7.048404e-01
## [1166] 1.661071e-01 1.158643e+00 9.065050e-01 7.481379e-01 7.040363e-01
## [1171] 6.883646e-01 7.377947e-01 7.727490e-01 -2.451879e-01 5.277286e-01
## [1176] 3.347012e-01 5.501787e-01 8.465164e-01 6.918246e-01 8.266311e-01
## [1181] 8.770395e-01 -1.456488e-01 -1.423830e-01 5.626453e-01 2.271379e-01
## [1186] 3.252288e-01 1.698212e-01 -2.726496e+00 -5.814826e-01 -4.757474e-01
## [1191] -7.048446e-01 -9.250426e-01 -6.320931e-01 -5.249385e-01 -6.641943e-01
## [1196] -1.058412e+00 -2.305193e+00 -1.299334e+00 -1.519922e+00 -1.667986e+00
## [1201] -1.631727e+00 -2.028045e+00 1.583002e+00 7.472272e-01 1.444294e+00
## [1206] 1.472090e+00 1.620453e+00 1.584665e+00 1.623158e+00 1.370049e+00
## [1211] 1.315510e+00 1.265797e+00 1.308062e+00 1.255890e+00 1.194988e+00
## [1216] 1.082250e+00 1.110267e+00 9.377837e-01 1.232435e+00 1.939393e+00
## [1221] 1.493327e+00 1.475629e+00 1.202220e+00 2.297025e+00 1.853579e+00
## [1226] 2.198417e+00 2.262707e+00 1.830388e+00 2.216496e+00 1.851448e+00
## [1231] 3.265808e-01 6.415580e-01 5.869554e-01 1.239083e+00 1.033052e+00
## [1236] 9.383789e-01 1.257646e+00 1.169846e+00 1.264451e+00 1.282706e+00
## [1241] 1.056450e+00 8.988156e-01 1.165549e+00 1.053381e+00 1.002769e+00
## [1246] 1.002767e+00 1.017509e+00 1.279645e+00 1.418532e+00 1.171559e+00
## [1251] 1.168655e+00 1.181279e+00 1.237528e+00 1.147162e+00 1.038923e+00
## [1256] 1.369263e+00 9.496842e-01 7.933092e-01 7.817876e-01 7.405479e-01
## [1261] 6.017500e-01 2.321803e-02 -2.834417e-01 -2.217133e-02 4.051233e-01
## [1266] 6.981059e-01 1.756871e-01 2.052710e-01 2.759122e-01 -4.435308e-01
## [1271] 4.022578e-01 -3.655825e-01 2.512906e-01 -7.106894e-01 2.608089e-01
## [1276] -2.459378e-01 1.572769e-01 -3.776790e-01 2.273827e-01 -1.806756e-01
## [1281] -3.896953e-01 -1.063126e+00 -1.407878e+00 8.834625e-02 -3.444856e-01
## [1286] 6.163896e-01 6.661565e-01 6.703773e-01 9.803025e-01 -8.721420e-02
## [1291] 5.044305e-01 3.359248e-01 3.820806e-01 6.495760e-01 6.873041e-01
## [1296] 3.299689e-01 3.289243e-01 5.868491e-01 -1.097820e-01 -1.988022e-01
## [1301] 2.699682e-01 -4.418024e-01 -3.996053e-01 -2.258017e-01 -1.814290e-01
## [1306] -6.504027e-01 -6.205909e-01 -8.207890e-01 -4.233902e-01 -4.923244e-01
## [1311] -6.223854e-01 -8.940340e-01 7.550543e-01 8.737572e-01 1.680659e+00
## [1316] 1.654539e+00 8.324524e-01 1.688360e+00 7.699313e-01 8.300967e-01
## [1321] 1.456985e+00 1.199047e+00 1.230941e+00 3.195064e-01 2.556645e-01
## [1326] 1.906253e-01 7.822137e-01 6.870157e-01 2.498675e-01 4.008728e-01
## [1331] 5.893011e-01 8.709186e-02 6.570376e-02 5.129410e-01 6.193670e-01
## [1336] 7.693892e-01 4.472391e-01 5.880643e-01 -3.353718e-01 4.661654e-01
## [1341] -1.603759e-01 1.828055e-02 -1.047739e+00 5.328625e-03 -1.560527e+00
## [1346] -1.290091e+00 2.999647e-01 4.045933e-01 4.732239e-01 5.447392e-01
## [1351] -3.241930e-01 6.359058e-01 3.284439e-01 -2.182338e-01 8.273575e-01
## [1356] -3.669264e-01 3.688569e-01 -5.653521e-01 2.656798e-01 1.055274e-01
## [1361] -1.518710e-01 -1.123524e+00 -5.106280e-01 4.974213e-01 -6.219394e-02
## [1366] -4.427787e-01 -2.550427e-01 -1.159534e-01 -6.475922e-02 -1.169749e-01
## [1371] -2.195959e-01 -3.927425e-01 -1.175678e+00 -1.105765e+00 -9.181769e-01
## [1376] -8.786957e-01 1.207250e+00 1.857966e+00 2.253384e+00 2.263317e+00
## [1381] 1.863876e+00 2.387113e+00 2.493428e+00 1.758991e+00 2.297969e+00
## [1386] 8.911073e-01 2.209911e+00 1.943649e+00 1.520648e+00 1.556009e+00
## [1391] 1.539326e+00 -9.134872e-03 -9.087149e-03 1.297099e-02 -2.644334e-01
## [1396] 7.160331e-03 -1.581950e-01 -1.215001e-01 -4.152261e-02 6.119887e-03
## [1401] 2.661244e-02 -5.631983e-01 -7.929334e-01 8.505890e-01 8.649076e-01
## [1406] 8.850409e-01 7.861149e-01 9.951904e-01 7.236855e-01 6.390302e-01
## [1411] 8.411076e-01 5.097087e-01 8.336007e-01 2.701797e-01 2.986702e-01
## [1416] -3.551219e-01 -2.107633e-01 8.545377e-02 6.751246e-01 -7.613669e-01
## [1421] 6.370528e-01 -1.257399e-01 5.850445e-01 4.673879e-01 -3.658325e-01
## [1426] -4.386048e-01 -3.659921e-01 -3.263196e-01 1.658179e+00 1.657172e+00
## [1431] 2.681496e+00 2.615236e+00 2.214931e-02 2.506790e-02 3.208737e-02
## [1436] 4.288676e-02 9.571105e-02 -6.713048e-01 -7.126352e-01 5.249634e-02
## [1441] 3.222968e-01 3.184073e-01 2.434851e-01 2.398579e-01 2.028905e-01
## [1446] 1.181027e-01 -7.531349e-02 -1.532357e-01 -1.960313e-01 -2.398241e-01
## [1451] -2.138080e-01 -6.559732e-01 -8.012461e-01 5.487882e-01 4.320616e-01
## [1456] -1.008600e-01 3.368646e-01 2.124264e-01 3.634885e-01 6.427990e-02
## [1461] 1.063700e-01 7.088221e-02 4.053434e-02 -3.149946e-02 -3.533839e-01
## [1466] -6.246107e-01 -2.753096e-01 -2.016855e-01 -8.945969e-01 -8.022742e-01
## [1471] -8.027658e-01 -1.209411e+00 -1.077079e+00 -9.896039e-01 -9.602433e-01
## [1476] -5.363666e-01 -6.019408e-01 -6.140913e-01 -1.204156e-01 -5.945594e-01
## [1481] -9.114818e-01 -2.384513e+00 -1.557812e-01 6.062416e-01 3.793707e-01
## [1486] 7.245382e-01 6.006691e-01 5.684154e-01 6.976866e-01 -1.745780e-01
## [1491] -2.000053e-01 1.496330e-01 -9.632999e-02 7.228284e-01 6.267142e-01
## [1496] 7.379240e-01 6.197913e-01 9.662481e-01 7.671114e-01 8.541773e-01
## [1501] -2.160006e-01 -1.136828e-01 -1.150905e+00 -7.563148e-01 -5.093854e-01
## [1506] 3.795573e-01 6.911185e-01 7.348145e-01 2.272133e-01 -5.015330e-01
## [1511] 2.780608e-01 1.147662e+00 1.100564e+00 1.110561e+00 9.729515e-01
## [1516] 1.018211e+00 8.861969e-01 8.916423e-01 9.087073e-01 8.413777e-01
## [1521] 8.103456e-01 -3.251210e-02 6.693925e-01 6.954701e-01 5.414110e-01
## [1526] 8.663755e-01 6.447663e-01 6.805034e-01 8.104945e-01 6.625342e-01
## [1531] 7.139211e-01 -2.285029e-01 6.285808e-01 -6.269527e-01 -7.788458e-01
## [1536] -2.016977e-01 -3.612670e-01 -3.645650e-01 -7.975391e-01 -6.404472e-01
## [1541] 3.135268e-01 1.636356e-01 4.890560e-01 1.453727e-01 1.029165e-01
## [1546] 4.963247e-02 -5.707196e-03 4.492394e-02 1.082286e-01 -3.996399e-01
## [1551] -3.430984e-01 -1.741110e-01 1.072408e-01 -6.448122e-01 -1.322605e+00
## [1556] -1.169408e+00 -3.610282e-01 -1.039380e+00 -6.671741e-01 -3.130203e-01
## [1561] -1.102135e+00 -6.388683e-01 -1.163809e+00 -1.364407e+00 -2.070809e+00
## [1566] -3.598296e+00 -7.933985e-01 -4.112662e-01 3.041677e-01 1.590470e-01
## [1571] 2.968129e-01 6.613512e-01 9.330285e-01 9.413162e-01 -4.434659e-01
## [1576] 8.251950e-01 9.500967e-01 6.852292e-01 2.188252e-02 -8.198425e-01
## [1581] -3.207532e-01 1.420139e+00 1.388360e+00 1.384338e+00 1.388128e+00
## [1586] 1.623517e+00 7.332071e-01 4.206096e-01 1.271360e+00 1.766607e+00
## [1591] 1.564209e+00 1.609651e+00 9.309752e-01 1.072108e+00 1.178099e+00
## [1596] 1.182165e+00 2.924189e-01 3.164764e-01 3.106463e-01 3.911500e-01
## [1601] -2.319270e-01 -1.808235e-01 2.364925e-01 2.540164e-01 1.467235e-01
## [1606] 1.409990e-01 1.526464e-01 1.374520e-01 -2.494688e-01 -1.323347e-01
## [1611] -2.788762e-01 -1.044701e+00 -2.793896e-01 -2.117884e-01 -3.254760e-01
## [1616] -3.566524e-01 -9.427969e-01 -4.250145e-01 -4.032294e-01 -3.803353e-01
## [1621] -4.021762e-01 -4.378219e-01 -4.652256e-01 -8.801978e-01 -7.886760e-01
## [1626] -8.150376e-01 -1.659946e+00 -1.245834e+00 -2.483659e+00 -8.527753e-01
## [1631] -1.169142e+00 -1.931298e+00 -1.002979e+00 -8.736608e-01 4.085296e-02
## [1636] -3.461298e-01 -4.166220e-01 -1.553185e-01 -1.653277e+00 -9.923081e-01
## [1641] -1.133445e+00 -3.952947e-01 -2.653178e-01 -1.275216e+00 -1.186530e+00
## [1646] -2.618531e+00 -1.716754e-01 -1.218490e+00 -1.083168e+00
expect_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -1.855758e+00 1.687076e+00 1.9961174531 8.220404e-01 1.3024727289
## [2,] -1.287598e+00 1.195032e+00 0.7268568231 1.023380e+00 0.9275501459
## [3,] -1.242828e+00 1.140718e+00 0.5634953685 1.024869e+00 0.8889705885
## [4,] -1.232518e+00 9.780635e-01 0.3352394283 1.190818e+00 0.9578387440
## [5,] -1.317148e+00 1.021655e+00 0.2224420302 1.033509e+00 0.7635540456
## [6,] -1.235920e+00 9.637792e-01 0.4233389718 1.431254e+00 1.1399104699
## [7,] -1.348377e+00 9.572030e-01 0.5643788429 1.490197e+00 1.2245658806
## [8,] -1.427810e+00 1.077474e+00 0.4567666417 1.231600e+00 0.8764551724
## [9,] -1.621394e+00 1.245731e+00 0.4131638049 8.227747e-01 0.3851755503
## [10,] -1.656870e+00 1.208026e+00 0.5392559994 1.019067e+00 0.6216314742
## [11,] -1.510240e+00 1.124020e+00 0.5629424146 1.373170e+00 1.0082246340
## [12,] -2.108556e+00 1.686133e+00 1.9291730520 1.262237e+00 1.3815223239
## [13,] -1.730621e+00 1.315864e+00 1.0363174785 1.387264e+00 1.1390003021
## [14,] -1.536128e+00 5.326781e-01 1.1261776883 -3.756624e-01 1.6751218515
## [15,] -2.229513e+00 1.273666e+00 1.0512977559 1.182798e+00 0.8225559888
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## [555,] 1.255792e+00 -6.587031e-01 0.0904038365 7.244763e-01 1.0145568449
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## [557,] 4.920944e-02 2.081318e-01 0.2718759865 -1.755256e+00 -1.2903679332
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## [562,] 4.780039e-02 5.553553e-02 0.8708187382 1.471478e-01 1.3260949248
## [563,] 1.680764e-01 2.498471e-01 1.1636304323 8.383844e-02 1.2750003032
## [564,] 3.292469e-01 1.741948e-01 0.6743719046 2.261733e-01 1.2708159842
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## [574,] 1.809691e+00 -2.358112e+00 1.1967201871 -1.148615e+00 -3.3900233701
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## [582,] -5.368813e-01 1.067603e+00 -1.2471221174 -2.862336e-01 -0.5615209242
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## [584,] -5.924794e-01 9.709893e-01 -0.9970339616 7.395079e-02 -0.2158521133
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## [587,] -4.248377e-01 8.537954e-01 -1.0437445996 3.942864e-01 -0.3255553701
## [588,] -4.905903e-01 8.902991e-01 -0.9640712218 3.359876e-01 -0.4587950364
## [589,] -1.130870e-01 2.044531e-01 -1.0538893792 -7.870679e-01 0.4356092248
## [590,] -7.586729e-01 1.066408e+00 -0.5645842333 2.925179e-01 -0.4982807617
## [591,] -7.994874e-01 1.129299e+00 -0.6226079079 2.928957e-01 -0.5421015693
## [592,] -1.302786e+00 6.359811e-01 1.4078569546 -1.481511e+00 0.0863208724
## [593,] -2.318256e+00 1.406559e+00 3.2195971347 -1.908412e+00 0.3166215079
## [594,] -2.900471e+00 1.276804e+00 2.9415806800 -1.494632e+00 0.3050275469
## [595,] 1.905114e+00 -1.454166e+00 0.0624163677 2.494237e-01 0.6674253679
## [596,] 1.955164e+00 -1.478221e+00 0.0335359137 3.989451e-01 0.7954719968
## [597,] 2.030927e+00 -1.615472e+00 0.1297764020 4.792584e-01 0.6246480453
## [598,] 2.107427e+00 -1.766656e+00 0.3537715134 6.626380e-01 0.6364289201
## [599,] 2.100824e+00 -1.818326e+00 0.3573247013 5.630886e-01 0.3602026575
## [600,] 1.809021e+00 -1.236253e+00 -0.1622240215 5.489838e-01 1.1783917623
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## [602,] 2.291917e+00 -2.169727e+00 0.4807040197 3.911974e-01 0.4271279874
## [603,] 1.730905e+00 -1.193391e+00 -0.1453628898 4.652764e-01 1.0210935966
## [604,] 1.142007e+00 -9.597778e-01 0.0059454822 1.556475e+00 -0.2580978208
## [605,] 1.557059e+00 -1.057899e+00 -0.0862688688 2.017267e-01 0.7001666373
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## [607,] 1.417442e+00 -8.605065e-01 -0.0613477175 2.327740e-01 1.0026174093
## [608,] -2.584628e-01 -1.156225e-01 4.4384465890 -2.853736e-01 1.1641851854
## [609,] 1.252379e+00 -7.492646e-01 0.0030672041 -4.582804e-02 0.6396891303
## [610,] -1.484647e-02 5.645301e-01 0.6826176070 -2.859537e-01 0.5318976947
## [611,] 3.194109e-01 3.574774e-01 -0.1299270654 -1.337010e-01 0.4288047500
## [612,] 5.361216e-01 2.498935e-01 -0.6896319560 -4.051478e-02 0.3717919597
## [613,] 3.636311e-01 3.443823e-01 -0.3375187565 -6.785398e-02 0.3741457641
## [614,] 5.069057e-01 2.637324e-01 -0.6363056058 1.004979e-01 0.4272218062
## [615,] 4.596767e-01 2.910805e-01 -0.5304123942 1.501036e-01 0.4719313139
## [616,] 7.809852e-01 -2.828811e-01 -0.7011100754 -7.382421e-01 0.8847395151
## [617,] 3.008748e-01 3.566400e-01 -0.1775772841 1.222531e-01 0.5350531207
## [618,] -2.507308e-01 5.856204e-01 1.7428316417 -6.806637e-01 1.7729578227
## [619,] 5.019659e-01 -5.590631e-02 -0.3526666055 -7.016993e-01 1.0297814197
## [620,] -1.513083e+00 1.824747e+00 1.3541545103 2.515323e-01 0.2307701592
## [621,] -1.143384e+00 1.569541e+00 0.4837904834 2.523004e-01 0.0857748428
## [622,] -1.182291e+00 1.594662e+00 0.4987678574 2.487368e-01 0.0400655514
## [623,] -8.470097e-01 8.508148e-01 0.4694561454 -1.196383e+00 0.5357035025
## [624,] -1.555643e+00 1.913044e+00 0.2867951404 3.465996e-01 -0.4609032511
## [625,] -2.383124e+00 2.574437e+00 1.8693858925 -1.166804e-02 -0.3043758202
## [626,] -1.150592e+00 1.038719e+00 0.6189781928 -1.618529e+00 0.0938372934
## [627,] -1.267275e+00 1.147167e+00 0.9826698068 -1.472010e+00 0.3512699287
## [628,] -3.450475e-01 1.346479e+00 -0.6790023296 3.653624e-01 -0.0413736705
## [629,] -3.045524e-01 1.314715e+00 -0.6602481426 5.118139e-01 0.1332514266
## [630,] -3.421181e-01 1.357576e+00 -0.6780273486 5.015465e-01 0.0562659333
## [631,] -2.121083e-01 1.059005e+00 -0.4656131188 5.916415e-01 -0.4495811609
## [632,] -1.925083e-01 1.041045e+00 -0.2588581936 8.987479e-01 -0.0293556790
## [633,] -1.057859e+00 1.322626e+00 1.7322033382 5.856225e-01 0.1124405081
## [634,] 7.812653e-01 6.811252e-04 -0.7311508074 1.390692e-01 -0.5185895905
## [635,] 7.997691e-01 -4.865278e-02 -0.7093756909 1.389093e-01 -0.6566690314
## [636,] 1.205080e+00 -7.454072e-01 -0.5343226232 -4.024666e-01 0.2900314532
## [637,] 8.243945e-01 -9.486089e-02 -0.3322423840 6.786995e-01 -0.2130333017
## [638,] 7.870542e-01 -6.525010e-03 -0.5501961571 5.723081e-01 -0.1545092996
## [639,] 9.487041e-01 -1.725551e-01 -0.5627558499 8.193479e-01 -0.0524800577
## [640,] 2.608246e-01 4.126676e-01 -0.6174009718 1.401199e+00 -0.4096215947
## [641,] 1.360391e-01 5.660155e-01 -0.7637334986 1.186723e+00 -0.7209746003
## [642,] 7.769723e-01 -3.496299e-01 -0.5358142303 -9.414282e-01 -0.1696287927
## [643,] 5.737338e-01 1.965804e-01 -0.5340078407 4.680582e-01 -0.4332719399
## [644,] 5.409751e-01 1.875721e-01 -0.4222418968 4.577703e-01 -0.4966379067
## [645,] -2.874857e-01 3.478935e-01 1.6890013511 2.050344e-01 -0.4154241500
## [646,] 5.376856e-01 2.078034e-01 -0.4819684798 5.444187e-01 -0.5042694986
## [647,] -5.931923e-01 1.212036e+00 1.8007255591 2.267961e-01 0.1438422273
## [648,] -5.984049e-01 1.119623e+00 1.4270596521 1.180264e-01 1.1755597574
## [649,] 1.264163e-01 3.647454e-01 0.8827384758 7.773434e-01 0.6642608623
## [650,] 2.571660e-01 5.405020e-01 -0.9766764745 1.167986e+00 0.5999851225
## [651,] 1.209916e+00 -5.503775e-01 -0.5875037091 -6.472119e-02 1.6158729462
## [652,] 1.060797e+00 -1.933297e-01 -0.5597068611 8.063120e-01 1.3983220185
## [653,] 8.893029e-01 -1.497896e-02 -0.7015037291 4.644450e-01 1.1031968917
## [654,] 8.937896e-01 -4.439557e-02 -0.6619058175 4.775949e-01 0.9856840125
## [655,] 9.106735e-01 -5.170341e-02 -0.6508567357 6.043225e-01 1.0937539020
## [656,] 7.526210e-01 5.642824e-02 -0.4588393110 4.701340e-01 0.9838319510
## [657,] 9.173498e-01 -3.345776e-01 -0.5360912888 -3.626979e-01 1.2180229509
## [658,] 6.792733e-01 1.219005e-01 -0.5975607358 3.032948e-01 0.7240208331
## [659,] 7.610979e-01 7.442009e-02 -0.7714034848 4.001822e-01 0.7327190089
## [660,] 6.462444e-01 1.590219e-01 -0.5802318782 4.038743e-01 0.7941816010
## [661,] 6.227135e-01 1.625271e-01 -0.4592941779 5.219656e-01 0.9120821168
## [662,] -2.623167e-03 7.482167e-01 -0.9693757270 8.582232e-01 0.1470436523
## [663,] 5.394810e-01 2.919934e-01 -0.8863410401 1.829052e-01 0.4824621559
## [664,] 3.425381e-01 4.593963e-01 -0.5736967389 9.202181e-02 0.4750803180
## [665,] -1.025484e+01 -7.174373e+00 -2.7837098096 7.434554e-01 0.5063746173
## [666,] -9.321905e+00 -5.215140e+00 0.0476585781 5.545827e-01 0.4232605008
## [667,] -9.300770e+00 -6.492732e+00 -1.7489834574 3.224197e-02 0.9282733112
## [668,] -1.067060e+01 -6.592056e+00 -1.3132221252 7.914125e-01 0.4883685950
## [669,] -1.141652e+01 -6.962797e+00 -1.1799973860 8.431062e-01 0.5764089282
## [670,] -1.271483e+01 -8.784116e+00 -1.5824806745 -5.567163e-02 1.3202949471
## [671,] -1.281375e+01 -8.443763e+00 -1.1566033703 2.542611e-02 1.3277679101
## [672,] -1.370871e+01 -8.734513e+00 -0.6147693341 -1.409109e-02 1.4136248173
## [673,] -1.519753e+01 -9.963410e+00 -1.0699036837 5.945526e-02 1.5414752901
## [674,] -1.455351e+01 -8.516559e+00 -0.6922429198 1.009646e+00 1.0097937530
## [675,] -1.598992e+01 -9.546620e+00 -0.8719810138 1.052225e+00 1.1323696342
## [676,] -2.717476e+00 9.553184e-01 1.1527309187 -1.095660e+00 0.0544972867
## [677,] -1.645847e+00 3.035534e-01 -1.0247695530 -7.873696e-01 -0.4325842999
## [678,] -1.956002e+00 4.540648e-02 -1.0024597033 -7.724957e-01 -0.4817277099
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## [681,] -2.319252e+00 -1.319196e-01 -1.1552102678 -7.221362e-01 -0.5054887867
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## [683,] -2.560183e+00 -2.873602e-01 -0.9179290599 -1.218777e+00 -0.1113136056
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## [685,] -2.378920e+00 -4.209928e-01 -0.5502820494 -1.600522e+00 0.0088585079
## [686,] -3.312656e+00 -3.536457e-01 -0.7933069164 -7.364658e-01 -0.6442585714
## [687,] -3.889271e+00 5.197889e-01 1.1307312494 -1.023076e+00 -0.0573053244
## [688,] -3.636129e+00 8.364493e-01 1.2920619220 -1.069809e+00 -0.1645633588
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## [691,] -4.447552e-01 6.871066e-01 0.6885097436 -7.213675e-01 0.7406342557
## [692,] -7.477951e-01 6.735357e-01 2.2654615974 -1.642983e+00 1.6661579963
## [693,] -1.040860e+00 1.151334e+00 2.3466440067 -1.194443e+00 1.1027854359
## [694,] -1.057208e+00 1.265706e+00 1.7743370053 -1.676723e+00 0.5325066019
## [695,] -3.460767e-01 6.125823e-01 0.1526196294 -1.358960e+00 0.2840002457
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## [698,] -6.482083e-01 9.208290e-01 0.5588636335 -1.016580e+00 -0.0289262465
## [699,] -8.758969e-01 1.171655e+00 0.6989588688 -1.124776e+00 -0.2012407926
## [700,] -3.320394e-01 3.489788e-01 0.4644978612 -1.839106e+00 0.6906411033
## [701,] -4.860992e-01 -3.874916e-02 0.4978767839 -1.467003e+00 1.1499284486
## [702,] 1.741654e+00 -1.334546e+00 -0.0559297244 6.324151e-02 0.3824429002
## [703,] 1.734733e+00 -1.308024e+00 -0.0645231959 1.526910e-01 0.5004541022
## [704,] 1.638809e+00 -1.903944e+00 0.7458933742 1.573285e+00 -1.5830279979
## [705,] 2.550665e+00 -2.828918e+00 1.1258397540 3.696588e-01 -0.7917025548
## [706,] 1.762412e+00 -2.175554e+00 2.0630528066 5.280216e-01 -0.3378362091
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## [711,] 1.175754e+00 -4.170822e-01 -0.5326585003 -5.873814e-01 1.1529950017
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## [716,] 2.180354e-01 4.882644e-01 -0.9915830409 3.518850e-01 0.5341865383
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## [722,] 2.178886e+00 -2.044453e+00 0.7196036066 5.210177e-01 0.2061806278
## [723,] 1.646453e+00 -1.075005e+00 -0.2019649140 2.090030e-01 1.2305034244
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## [727,] 1.317876e+00 -1.301472e+00 0.2892633214 1.502549e+00 -0.5075111127
## [728,] 1.501777e+00 -1.026332e+00 -0.3221311328 1.780198e-01 1.1341429076
## [729,] 2.172130e+00 -2.121390e+00 0.6523808857 4.825528e-01 -0.2696790751
## [730,] 1.602478e+00 -1.104216e+00 -0.2410104316 2.571385e-01 0.9376254472
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## [734,] 1.519643e+00 -1.889928e+00 0.1270777902 3.676990e-01 0.0876579373
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## [736,] 1.408585e+00 -1.021676e+00 -0.3163085967 1.593204e-01 0.5663489105
## [737,] 7.357388e-01 -1.313885e-02 -0.4905186956 -5.968694e-01 0.1382369624
## [738,] 6.434843e-01 1.326102e-01 -0.3941206418 -4.640503e-01 0.4346561643
## [739,] 7.498805e-01 6.509205e-02 -0.7506330037 -4.767577e-01 0.2833120412
## [740,] 6.123804e-01 1.609529e-01 -0.6066643551 -6.156201e-01 0.1667406013
## [741,] -3.852604e-02 7.261729e-01 -0.9709564554 1.657313e-01 -0.4401059284
## [742,] -1.258334e+00 1.227119e+00 3.7093108969 -1.185400e+00 0.7026369663
## [743,] 5.560112e-01 2.262284e-01 -0.5660561413 -5.060591e-01 0.1995954414
## [744,] 5.325385e-01 2.430898e-01 -0.6761863156 -6.114074e-01 -0.0074085993
## [745,] 7.831485e-01 -1.869997e-01 -0.9344304507 -1.393787e+00 0.0873348281
## [746,] 5.958521e-01 2.603285e-01 -1.0139677202 -5.258280e-01 -0.1455518022
## [747,] 5.772463e-01 2.541847e-01 -0.9001286233 -4.564297e-01 -0.1730634849
## [748,] -9.526099e-02 4.326236e-01 0.5953907423 -7.665909e-01 -0.2224229559
## [749,] 9.804026e-01 -4.029605e-02 -0.7928728038 -4.711049e-01 1.3328506914
## [750,] 1.000504e+00 -1.167559e-01 -0.7190204244 -4.814984e-01 1.1420095575
## [751,] 1.003574e+00 -5.216074e-02 -0.7732371404 -2.806492e-01 1.4706612002
## [752,] 1.026767e+00 -6.870428e-02 -0.7561644772 -1.519373e-01 1.5720004127
## [753,] 1.100567e+00 -2.070950e-01 -0.6292597532 -7.640268e-02 1.4089118714
## [754,] 3.199044e-01 5.130423e-01 -1.0056427209 1.115111e+00 1.0879643428
## [755,] 2.099485e-01 6.131948e-01 -1.0553761910 9.063507e-01 0.8797305572
## [756,] 1.171820e+00 -4.132039e-01 -0.7075071626 -5.989899e-01 1.7266710438
## [757,] 1.035939e+00 -9.885519e-02 -0.7079677726 7.551273e-02 1.5611395518
## [758,] 9.171507e-01 2.776919e-02 -0.6140992903 9.633305e-02 1.6515503842
## [759,] 9.647134e-01 -1.232286e-02 -0.5841404290 2.734150e-01 1.8316329467
## [760,] 9.844338e-01 -3.984598e-02 -0.6752226803 2.241773e-01 1.6529728971
## [761,] 9.789862e-01 -4.133425e-02 -0.5414913618 3.839985e-01 1.8023605123
## [762,] 1.027284e+00 -6.669523e-02 -0.6399290079 4.810179e-01 1.8410359624
## [763,] 9.063111e-01 2.100695e-02 -0.4870956365 4.027955e-01 1.7842027660
## [764,] 9.084420e-01 -4.749290e-01 -0.6539300154 -1.274142e+00 -0.0150750177
## [765,] 9.738053e-01 -4.938007e-01 -0.8326873638 -1.209515e+00 -0.1012592432
## [766,] -3.471376e-02 6.450301e-01 -1.0525085289 4.666628e-01 -1.2445721992
## [767,] 7.175073e-01 1.587359e-02 -0.8355303058 -1.034449e-01 -0.6363693125
## [768,] 6.535697e-01 1.028418e-01 -0.8488871392 -8.617466e-02 -0.7045836717
## [769,] 7.139041e-01 -3.267102e-02 -0.7487902372 -1.126927e-01 -0.9733912383
## [770,] 6.668349e-01 -3.806703e-03 -0.7605224702 -7.412819e-02 -1.2560614838
## [771,] 4.250175e-01 2.525888e-01 -0.5846245234 -1.049543e-01 -1.3835792292
## [772,] 4.897859e-01 3.043541e-01 -0.9169557542 7.390088e-02 -1.1493630796
## [773,] 1.160606e-02 -3.101566e-01 -0.9403691664 3.240064e-01 -0.8877862606
## [774,] 3.973713e-01 2.759407e-01 -0.9767587234 7.569588e-02 -1.0088302349
## [775,] 4.469044e-01 3.559429e-01 -0.9611870996 -8.268178e-03 -1.0790757391
## [776,] 3.288310e-01 4.369709e-01 -0.7664307453 -1.097824e-01 -1.0381514569
## [777,] 2.610644e-01 5.258697e-01 -0.8168260071 -1.262811e-01 -1.0520591255
## [778,] 3.770841e-01 4.308957e-01 -0.8822385066 1.571426e-01 -0.9307184716
## [779,] -6.574216e-01 8.868714e-01 -1.0368354260 4.378480e-01 -0.0041144805
## [780,] -8.468347e-01 9.717405e-01 -1.1625234737 8.216049e-01 -0.4607023905
## [781,] -8.705957e-01 1.000960e+00 -1.2005208300 8.368942e-01 -0.4993630121
## [782,] -6.763702e-01 7.023247e-01 -1.2559018026 5.742694e-01 -0.4155792638
## [783,] -2.707700e+00 2.034589e+00 3.1948724850 -3.179200e-01 -0.1957806834
## [784,] -1.017996e+00 1.048992e+00 -0.9189293959 4.305737e-01 -0.7770933078
## [785,] -1.119690e+00 1.138419e+00 -0.9146513002 4.663762e-01 -0.9142418035
## [786,] -1.298767e+00 1.218373e+00 -0.3743792224 7.666918e-01 -0.6397352423
## [787,] -2.192131e+00 1.509592e+00 1.4078373940 4.676217e-01 -0.8569728128
## [788,] -2.304734e+00 2.185446e+00 1.5127450610 7.026122e-01 -0.4462273941
## [789,] -1.643608e+00 1.613611e+00 -0.1537408144 9.572262e-01 -0.9366835577
## [790,] -1.633568e+00 1.581363e+00 -0.2008913091 1.045131e+00 -0.9253811299
## [791,] -1.453611e+00 1.421488e+00 -0.6943519051 1.157278e+00 -0.9744831549
## [792,] 3.101737e-01 2.179489e-01 0.0313790221 -3.150666e+00 0.1017388646
## [793,] 6.217380e-01 1.106900e-01 -0.7918591202 -2.940741e+00 -0.0750762227
## [794,] 6.337422e-01 9.725508e-02 -0.7818162745 -2.861281e+00 -0.0301330099
## [795,] 6.914547e-01 4.531272e-02 -0.8859911362 -2.794103e+00 -0.0701476654
## [796,] 6.451637e-01 6.484922e-02 -0.7867814204 -2.773247e+00 -0.0400534311
## [797,] 1.464752e+00 -6.316691e-01 0.2663892744 2.190273e-01 3.1727890841
## [798,] 1.313023e+00 -5.274846e-01 0.5962308741 1.425294e-01 3.2590409197
## [799,] 1.529979e+00 -3.138329e-01 -0.1548074381 1.625309e+00 2.9822286059
## [800,] 2.542416e-01 6.866524e-01 -0.4746479953 -1.723727e+00 -0.4309505115
## [801,] -7.875316e-01 1.028251e+00 1.9444818063 -2.179743e+00 -0.4356930634
## [802,] -3.508836e-01 1.087904e+00 0.6548968422 -2.022201e+00 -0.4074384328
## [803,] -3.115530e-01 1.184087e+00 0.0186504238 1.493292e+00 1.2564515138
## [804,] 8.734086e-01 1.481512e-01 -0.1209539930 3.500212e-01 1.5978232610
## [805,] 8.203643e-01 2.347173e-01 -0.0766590438 3.521610e-01 1.5959411743
## [806,] -1.009872e+00 1.330027e+00 3.8433935026 -4.285384e-01 1.9046889015
## [807,] -1.135389e-01 8.644371e-01 -0.7612452342 2.590870e-01 -0.2196377637
## [808,] 3.787553e-01 1.100944e-01 -0.6844216134 7.536561e-01 -0.9873336308
## [809,] 4.824502e-01 -7.094161e-01 2.2339478242 -3.003184e-01 -0.5006236864
## [810,] 1.157964e+00 -5.902377e-01 -0.0938495798 2.089037e-02 -0.1793195323
## [811,] 1.544009e+00 -1.268404e+00 0.0873220735 -5.287118e-01 0.1476767696
## [812,] 1.361658e+00 -8.274943e-01 0.0171528463 3.990659e-01 -0.2622412669
## [813,] 1.341577e+00 -7.771765e-01 -0.1085305473 4.780793e-01 -0.3548253396
## [814,] 1.333326e+00 -7.476519e-01 -0.0389953465 7.283297e-01 -0.2885009569
## [815,] 1.348236e+00 -7.493036e-01 -0.0833852566 6.725222e-01 -0.4719231635
## [816,] 1.254952e+00 -5.215693e-01 -0.5364244078 4.222487e-01 -0.3043242828
## [817,] 1.458798e+00 -9.690922e-01 -0.5418554277 -5.455185e-01 0.3750474209
## [818,] 1.417162e+00 -9.466459e-01 -0.4867021329 -6.350794e-01 0.2237068607
## [819,] 1.084410e+00 -2.862087e-01 -0.5530822929 2.989778e-01 -0.1703544132
## [820,] 9.696932e-01 -1.433881e-01 -0.5291361480 2.558101e-01 -0.1435142291
## [821,] 9.649882e-01 -1.809585e-01 -0.4765955597 1.792930e-01 -0.1960835830
## [822,] 5.503592e-01 1.651535e-01 0.2423530667 -9.318419e-01 1.1187074706
## [823,] 4.951945e-01 1.264742e-01 0.2003787057 -8.787911e-01 1.2250651634
## [824,] 6.164341e-01 9.671262e-02 0.2825030535 -7.637039e-01 1.2789383211
## [825,] 7.077301e-01 -6.030526e-02 0.4230164089 -6.694557e-01 1.1471147050
## [826,] 7.016052e-01 -4.992244e-02 0.4175474327 -6.383864e-01 1.1651997897
## [827,] 6.185264e-01 1.125702e-01 0.2716025771 -6.154805e-01 1.4095743772
## [828,] 7.348508e-01 1.525352e-02 0.3548675151 -2.250223e-01 1.7563538252
## [829,] -2.746323e-02 1.678778e-01 2.2118431519 -4.602003e-01 1.8446402099
## [830,] 8.751121e-01 -4.051934e-01 0.5219956233 -6.240750e-01 1.9321481979
## [831,] -4.782806e-02 4.402126e-01 0.1455657191 1.840692e-01 1.1025646579
## [832,] -1.368486e-02 4.219194e-01 0.2310798496 3.422250e-01 1.2227807647
## [833,] 8.543229e-01 -3.777858e-01 0.6846128520 -3.930135e-01 1.9856012460
## [834,] 1.348188e-01 3.149826e-01 -0.0131211003 -2.592453e+00 -0.2391107807
## [835,] -1.285048e+00 1.022354e+00 3.6580137946 -2.949407e+00 0.2599712000
## [836,] 2.015886e-01 4.105599e-01 -0.2402044512 -1.916982e+00 -0.5622557369
## [837,] -1.801749e+00 3.023371e+00 1.0191446323 1.352981e-01 -1.3167671686
## [838,] -8.924789e-01 2.258070e+00 1.5818062177 2.961332e+00 1.6861128586
## [839,] -3.596087e-01 1.824099e+00 -0.8933404457 3.480669e+00 0.6280194338
## [840,] 5.528824e-01 1.472966e-01 -0.7866900599 1.534209e+00 1.8578493655
## [841,] -7.612281e-01 1.840222e+00 -1.0589200937 6.729107e-01 -2.1033610280
## [842,] -7.026062e-02 1.496490e+00 -0.4524327825 3.091023e+00 0.1631873221
## [843,] -2.743283e-01 1.686844e+00 -0.3607091566 2.937313e+00 -0.1720510987
## [844,] -1.193097e+00 2.035656e+00 1.5845341598 2.711272e+00 -0.3598111071
## [845,] -4.962396e-01 2.003200e+00 -0.6110417666 2.781304e+00 -0.8672780225
## [846,] -6.499978e-01 2.138956e+00 -0.5613448826 2.648910e+00 -1.1771489152
## [847,] -1.467633e+00 2.324643e+00 1.4786120398 2.419103e+00 -0.8576590401
## [848,] -2.255195e+00 3.061321e+00 3.2793119108 2.195274e+00 -0.2259768420
## [849,] -2.109643e+00 2.328326e+00 2.1636119657 -1.044930e+00 -1.1155253815
## [850,] -2.536228e-01 1.119540e+00 0.1225349724 1.191158e+00 1.2102077559
## [851,] -2.506205e+00 2.570705e+00 3.1342005044 -1.535707e+00 -0.7201588321
## [852,] 1.565382e-01 5.912772e-01 0.3152815050 2.034246e+00 1.3880064815
## [853,] -2.564417e-01 6.458277e-01 1.2320667041 2.103413e+00 1.6224667594
## [854,] 3.615494e-01 3.729559e-01 0.6313832959 2.961205e+00 2.2517726728
## [855,] 6.029184e-02 6.119115e-01 0.6219387617 2.265338e+00 1.4861017795
## [856,] 1.886380e+00 -1.680764e+00 0.4565535762 5.835020e-01 -1.0293815397
## [857,] 1.818720e+00 -1.579935e+00 0.4247570183 6.171199e-01 -0.9763704923
## [858,] 9.396783e-01 -7.718864e-01 -0.0295740466 1.489211e+00 -1.5693051748
## [859,] 1.029141e+00 -9.744589e-01 -0.1558314274 6.206316e-01 -0.8170878007
## [860,] 8.676686e-01 -5.222117e-01 -0.2216727534 1.760984e+00 -0.9551502407
## [861,] 1.708919e+00 -1.251472e+00 0.0612098435 8.097435e-01 -0.4128797089
## [862,] 1.667701e+00 -1.253810e+00 0.1566847671 7.984318e-01 -0.9590702252
## [863,] 1.876956e+00 -1.744798e+00 0.1188523381 -3.193753e-01 -0.4474188898
## [864,] 1.325722e+00 -7.288419e-01 -0.1698917417 5.452864e-01 -0.6110419079
## [865,] 1.357052e+00 -8.397948e-01 -0.0283148234 4.417527e-01 -0.8481439329
## [866,] 5.148351e-01 -3.374693e-01 2.0101384659 -9.120491e-01 0.4456479708
## [867,] 1.510172e+00 -1.162318e+00 -0.1378940431 -4.898054e-01 0.2015355670
## [868,] 1.596890e+00 -1.291220e+00 -0.1941899093 -4.705361e-01 0.0540473075
## [869,] 1.480716e+00 -1.082691e+00 -0.3668223686 -5.899286e-01 0.2112065346
## [870,] 1.513493e+00 -1.142688e+00 -0.2531709449 -6.217597e-01 0.3070505317
## [871,] 2.713275e+00 -3.917363e+00 2.4716012869 1.835070e+00 -4.2490528935
## [872,] 2.620983e+00 -3.743032e+00 2.3274612420 1.842579e+00 -4.0300886372
## [873,] 1.121525e+00 -1.072721e+00 -0.2524084316 6.398777e-01 -0.7400827999
## [874,] 3.680991e+00 -4.873337e+00 3.1334977035 1.218452e+00 -3.7200554414
## [875,] 1.889619e+00 -1.655509e+00 0.2674220881 2.564234e-01 -0.1200218596
## [876,] 1.906495e+00 -1.634302e+00 0.2235408499 3.909537e-01 0.0392686300
## [877,] 3.982259e+00 -5.467017e+00 3.5362165736 1.055565e+00 -4.0146014151
## [878,] 1.482935e+00 -1.133551e+00 0.0093606073 -7.501454e-02 0.0157505085
## [879,] 3.526647e+00 -4.548535e+00 2.7521937202 1.348466e+00 -3.3282935509
## [880,] 1.936609e+00 -1.714693e+00 0.0079820361 2.471174e-02 0.2644280019
## [881,] 3.196077e+00 -3.940142e+00 2.2297726558 1.336172e+00 -2.5659260628
## [882,] 2.884658e+00 -3.421261e+00 1.7333485819 1.049875e+00 -2.2144134422
## [883,] 1.825501e+00 -1.473726e+00 -0.0323044762 6.020665e-01 0.0964002449
## [884,] 2.487243e+00 -2.893963e+00 1.5115763389 8.323487e-01 -1.8154471547
## [885,] 2.449510e+00 -2.971522e+00 1.8250204306 8.784702e-01 -1.9126443063
## [886,] -1.354467e+00 1.719012e+00 -0.3061086784 -2.371309e-01 -0.6823817344
## [887,] -6.373508e-01 7.017934e-01 -0.0800545004 -1.247253e+00 0.2159363524
## [888,] -1.748404e+00 1.552935e+00 1.6174786392 -6.610594e-01 -0.5471227429
## [889,] -9.850188e-01 1.333401e+00 -0.0736210491 -1.190530e-01 -0.3885994806
## [890,] -2.411358e+00 2.128846e+00 3.3586183276 -3.673074e-01 0.2382074074
## [891,] -9.237305e-01 1.303842e+00 -0.2429973988 1.133450e-01 -0.3112876900
## [892,] -9.780760e-01 1.360705e+00 -0.3095560084 7.606029e-02 -0.3589792908
## [893,] -8.019956e-01 1.238259e+00 -0.6106571138 2.808849e-01 -0.2834691179
## [894,] -8.368343e-01 1.241790e+00 -0.5621920224 3.243286e-01 -0.2462639116
## [895,] -1.730340e+00 2.005641e+00 1.4173458328 1.680756e-01 0.3073407218
## [896,] -2.296946e+00 2.369190e-01 -0.6242606798 1.957362e-01 -0.2169364274
## [897,] -3.416301e+00 -5.130966e-01 -0.5546629684 9.779634e-02 -0.1528499084
## [898,] -1.828549e+00 1.165364e+00 0.6336232792 2.547376e-01 -0.0744001473
## [899,] -2.004917e-01 1.133731e+00 -0.5375353237 2.610918e+00 1.3530107886
## [900,] -1.113529e+00 1.862555e+00 -1.0850340424 4.931935e-02 -1.5097564533
## [901,] 5.048447e-01 -5.974724e-02 -0.7827017915 1.353406e+00 2.5883500577
## [902,] -8.586107e-02 1.047894e+00 -0.9107253717 3.159062e+00 1.0732764801
## [903,] -5.227599e+00 -1.808036e+00 -2.9794571656 2.254006e-01 -1.7233766309
## [904,] -1.266385e+00 2.017038e+00 -1.3243451097 4.369928e-01 -2.1528662545
## [905,] -1.297868e+00 2.069255e+00 -1.2063235483 7.594717e-01 -2.1167905840
## [906,] -7.629427e-01 1.675146e+00 -0.5908104359 3.037373e+00 0.1008059373
## [907,] -5.912167e-01 1.643915e+00 -1.2057838291 3.176859e+00 -0.1565812291
## [908,] -4.893240e-02 2.354552e-01 -0.9374680665 3.234429e-01 1.1185991154
## [909,] -9.688733e-01 1.842696e+00 -0.9089272702 2.942621e+00 -0.5551850045
## [910,] -1.267462e+00 2.078897e+00 -0.6351015921 2.474822e+00 -0.9101957784
## [911,] -9.160739e-01 6.707658e-01 -0.0158609309 -7.576360e-01 0.2118545810
## [912,] 2.988680e-01 4.635534e-01 -0.9742297064 -8.861354e-01 -0.1389954083
## [913,] 2.137612e-01 6.177816e-01 -1.0990977040 -8.954410e-01 -0.0046052754
## [914,] 1.387679e-01 5.903893e-01 -1.1671593956 -8.994835e-01 -0.0457253635
## [915,] 2.468994e-01 3.234406e-01 -1.1411216146 -1.532050e+00 0.2348174905
## [916,] 1.227734e-01 7.170183e-01 -1.1195498094 -8.973169e-01 -0.0925218832
## [917,] 1.588002e-01 6.410425e-01 -1.0840255313 -8.606894e-01 -0.2005480211
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## [919,] 7.885011e-02 7.024542e-01 -1.1296926727 -9.260714e-01 -0.3264882507
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## [922,] -1.883978e-01 6.126160e-01 -1.1403063862 -8.498825e-01 -0.2916988562
## [923,] -1.241550e-03 7.774110e-01 -1.1185851504 -7.616633e-01 -0.2464574866
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## [927,] 1.281141e+00 -4.771502e-01 -0.4094972686 1.778657e+00 2.4396111012
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## [929,] 7.243618e-01 7.383832e-02 -0.8435982500 4.837415e-01 1.2352061542
## [930,] 6.401300e-01 5.146063e-02 -0.7060704093 2.914924e-01 0.7852252939
## [931,] 4.947708e-01 3.094022e-01 -0.9747625519 2.175776e-01 0.9384251653
## [932,] 6.045112e-01 2.428100e-01 -0.9688916422 5.986838e-01 1.3192753320
## [933,] 4.287123e-01 2.995284e-01 -0.9148663090 1.030969e+00 0.8528449331
## [934,] 3.285524e-01 4.800071e-01 -1.1407076818 -6.145566e-02 0.5164384038
## [935,] 4.428760e-01 3.285292e-01 -0.9850172323 2.239342e-01 0.5679058613
## [936,] 5.637986e-01 1.748903e-01 -0.9034858514 8.521294e-01 1.2104216657
## [937,] 3.484086e-01 2.815622e-01 -1.0075187253 -5.429236e-01 0.3406515947
## [938,] 2.264731e-01 5.599750e-01 -1.1146498391 -4.336091e-02 0.0670737849
## [939,] 1.146613e-01 6.698919e-01 -1.2265112333 -3.366051e-02 0.0891176867
## [940,] 1.287570e-01 7.177359e-01 -1.1791490848 1.995846e-02 0.0793710289
## [941,] 3.197182e-01 5.454971e-01 -0.9906272904 6.885974e-01 0.6356772767
## [942,] -9.812607e-01 1.090989e+00 -0.0022601804 6.696094e-01 0.4748992936
## [943,] -1.857794e+00 1.829361e+00 1.8162763180 3.980337e-01 0.8349320552
## [944,] -7.837905e-01 4.286034e-01 0.2233029086 -6.662560e-01 1.0369108603
## [945,] -1.100560e+00 1.089020e+00 0.2367429584 6.264501e-01 0.3217740372
## [946,] -1.375495e+00 1.283474e+00 -0.2534473807 8.952646e-01 0.0124162340
## [947,] -1.394121e+00 1.202865e+00 -0.2098664269 1.059563e+00 0.1332360638
## [948,] -1.038672e+00 1.074707e+00 -0.0304525323 7.690516e-01 0.3154651884
## [949,] -1.019769e+00 1.059637e+00 -0.0792880192 8.680316e-01 0.3594364015
## [950,] -1.728748e+00 1.221917e+00 1.4685487105 5.319754e-01 0.2240375439
## [951,] -6.292750e-01 3.221117e-01 -0.3917790366 -5.064695e-01 0.8607401446
## [952,] -1.990809e+00 1.871951e+00 1.6710792443 5.528157e-01 0.5816402077
## [953,] -1.256172e+00 1.252687e+00 -0.0570763821 7.742601e-01 0.1566508288
## [954,] 1.017622e+00 -1.148532e+00 2.0655731413 -4.936320e-02 1.3917121147
## [955,] 1.902015e+00 -1.337342e+00 -0.1045730453 3.575131e-01 1.3923065933
## [956,] 1.828331e+00 -1.229875e+00 -0.1262009864 3.261349e-01 1.4981545082
## [957,] 1.987546e+00 -1.771448e+00 0.8154703771 3.735356e-01 0.7133362078
## [958,] 1.207616e+00 -8.176514e-01 0.8280702954 -2.397335e-01 1.1420333914
## [959,] 1.253062e+00 -7.608490e-01 0.6098398056 -2.092690e-01 1.1962393915
## [960,] 1.482349e+00 -1.207808e+00 1.0666328190 -9.800899e-02 0.6149838243
## [961,] 1.508008e+00 -1.260886e+00 1.0718802198 -1.763571e-02 0.6310532998
## [962,] 1.738134e+00 -1.474493e+00 0.8404768156 2.604549e-01 0.6553278395
## [963,] 1.667638e+00 -1.286240e+00 0.4333212754 1.241820e-01 0.8074474724
## [964,] 1.322638e+00 -7.609612e-01 0.1416121318 -1.165090e-01 1.1918788599
## [965,] 1.613319e+00 -1.156199e+00 0.2102834778 8.943338e-02 0.8198404522
## [966,] -5.968894e-01 1.057373e+00 -0.7853481395 -1.076459e+00 -0.1146101584
## [967,] -1.879868e+00 1.656745e+00 3.3160482431 -2.070061e+00 0.7133606268
## [968,] -1.908513e+00 1.677647e+00 3.3067121536 -2.127707e+00 0.6104128512
## [969,] -7.800668e-01 1.436377e+00 -0.1420934272 -8.731022e-01 -0.5269036524
## [970,] -1.161065e+00 1.644543e+00 0.6716312819 -8.514402e-01 -0.2537522854
## [971,] -9.630059e-01 1.535460e+00 0.4260220219 -6.588833e-01 -0.1892193948
## [972,] -7.904880e-01 1.465949e+00 -0.1116082019 -7.196931e-01 -0.4546736040
## [973,] -7.577656e-01 1.448627e+00 -0.1615408082 -6.108190e-01 -0.3760354615
## [974,] -9.419451e-01 1.564799e+00 0.1578679954 -7.255613e-01 -0.4488220240
## [975,] -1.099456e+00 1.528819e+00 0.7948442648 -5.222639e-01 -0.1751974222
## [976,] 1.691987e-01 7.792928e-01 -1.1783619498 -5.597154e-01 0.0915941714
## [977,] 2.714854e-01 6.058150e-01 -1.0495415560 -4.924024e-01 -0.0987621517
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## [979,] 4.642758e-01 3.119896e-01 -0.8995778876 -1.380714e-01 -0.3205632029
## [980,] -7.396062e-02 9.177893e-01 -1.3496912375 2.869215e-01 -0.4195129512
## [981,] -4.767392e-02 8.339537e-01 -1.2550222458 2.573387e-01 -0.6650982400
## [982,] 2.482309e-01 6.452621e-01 -1.2027226389 -3.316183e-01 -0.2796280875
## [983,] 2.738249e-01 4.981641e-01 -0.9514881583 -3.804301e-01 -0.5673110687
## [984,] 3.177515e-01 4.533735e-01 -0.9931117500 -2.842096e-01 -0.5848744788
## [985,] 3.105895e-01 4.576599e-01 -0.9619613555 -2.267911e-01 -0.5818676914
## [986,] 3.247263e-01 4.359174e-01 -1.0123227219 -2.474382e-01 -0.6766749686
## [987,] 2.523760e-01 4.711335e-01 -1.0613381499 -2.613387e-01 -0.7157377510
## [988,] 4.791290e-02 6.468502e-01 -0.5375221290 -2.717826e-01 -0.6290233692
## [989,] 8.582593e-02 6.571580e-01 -0.8433536285 -3.522255e-01 -0.7282881423
## [990,] 1.549045e-02 6.507613e-01 -0.5581148493 -3.692124e-01 -0.8097981439
## [991,] 6.719384e-01 -4.328191e-01 -0.0241215141 -4.917480e-01 0.5502539943
## [992,] 7.431850e-01 -7.002937e-01 0.1285243841 -1.049586e+00 0.8864483544
## [993,] 9.190023e-01 -5.627336e-01 -0.7463805367 -3.941429e-01 0.4299277152
## [994,] 1.367275e-01 2.037031e-02 -0.8953155765 5.959132e-01 -0.3936155444
## [995,] 2.221060e-02 9.433248e-02 -0.7436900731 5.821641e-01 -0.3686425922
## [996,] 1.062597e+00 -1.019748e+00 -0.3790512153 -7.690665e-01 0.6806769655
## [997,] 8.277917e-01 -5.446303e-01 -0.6101053998 -2.258739e-01 0.5076332371
## [998,] 7.747658e-01 -5.118901e-01 -0.7451953256 -4.174726e-01 0.3080522132
## [999,] 8.290267e-01 -6.662229e-01 -0.5976651543 -3.714572e-01 0.0851115723
## [1000,] 8.450339e-01 -6.892680e-01 -0.5780696001 -2.007874e-01 0.2567211681
## [1001,] 7.799323e-01 -6.581514e-01 -0.6202605832 -2.864229e-01 0.1908975579
## [1002,] 7.366862e-01 -6.239867e-01 -0.6524451425 -2.424359e-01 0.2363834343
## [1003,] 5.309621e-01 -3.951722e-01 -0.8310126407 -4.840560e-01 0.2198256634
## [1004,] 4.725629e-01 -3.898698e-01 -0.8214085711 -5.171983e-01 0.1617315240
## [1005,] 4.043963e-01 -3.736643e-01 -0.8481523724 -5.833170e-01 0.0245320876
## [1006,] 3.957425e-01 6.842529e-01 -1.0866226510 -4.725730e-01 0.0290091698
## [1007,] -4.241251e-01 1.421439e+00 -1.4385714294 1.128544e-01 -0.6651427859
## [1008,] 2.965711e-01 7.770121e-01 -1.1403341992 -5.513359e-01 -0.1601625381
## [1009,] 2.931400e-01 7.883808e-01 -1.1362347189 -4.473794e-01 -0.1183135470
## [1010,] 8.746995e-01 -3.449876e-01 -0.7426953792 -1.102275e+00 0.0505142445
## [1011,] 5.547485e-01 3.429441e-01 -0.7918163352 6.549312e-02 -0.2875109595
## [1012,] 5.369759e-01 3.411545e-01 -0.7385023066 8.949962e-02 -0.1548266090
## [1013,] 8.463504e-01 -2.185318e-01 -0.9154156065 -8.887643e-01 0.4281008286
## [1014,] 3.200148e-01 6.888062e-01 -1.0105920409 2.890589e-02 -0.4509778628
## [1015,] 4.135811e-01 6.324785e-01 -0.9855797992 3.935434e-01 -0.0933998022
## [1016,] 3.284398e-01 7.759889e-01 -1.0379162065 4.209175e-01 -0.0016995454
## [1017,] -2.693375e-01 1.318501e+00 -1.3155279263 9.639984e-01 -0.2948485103
## [1018,] 3.070354e-01 6.543724e-01 -1.0239230938 3.239570e-01 -0.0668608135
## [1019,] -9.881922e-02 3.854595e-01 -1.0233318730 2.438465e-01 -0.1972366431
## [1020,] 1.181302e-01 7.934751e-01 -0.8340174261 1.379643e-01 -0.3839261213
## [1021,] 8.569985e-01 -1.812177e-01 -0.2918523952 -1.228224e+00 1.1848836107
## [1022,] -7.978096e-01 7.654845e-01 1.1868618745 -6.607103e-01 0.5420207201
## [1023,] -7.255565e-01 7.011671e-01 1.2188904268 -4.659107e-01 0.8161832543
## [1024,] 1.229533e+00 -6.260790e-01 -0.2049699786 -1.775451e-01 0.3978378697
## [1025,] 3.393550e-01 -4.006209e-01 1.9300593333 -5.081413e-01 0.4293286103
## [1026,] 1.067325e+00 -4.802261e-01 -0.0610251344 -2.481551e-01 0.3880278926
## [1027,] 1.115755e+00 -4.893437e-01 -0.3262846868 -3.416088e-01 0.1447976379
## [1028,] 1.737011e-01 -1.670121e-01 1.8679199102 -5.657406e-01 0.4801832880
## [1029,] -5.088295e-01 2.435362e-01 4.1070237462 -9.617768e-01 1.7359080917
## [1030,] 6.803651e-01 5.501030e-03 -0.9786241742 -8.415997e-01 0.8059674196
## [1031,] 6.618026e-01 2.021858e-02 -0.9890113614 -8.125787e-01 0.8028035427
## [1032,] 6.228057e-01 2.607092e-02 -1.0223005258 -7.330317e-01 0.8777225895
## [1033,] 6.851505e-01 -1.973055e-01 -0.9848000043 -1.193922e+00 1.0659815009
## [1034,] 6.988685e-01 -2.236831e-01 -0.9888993749 -1.212533e+00 0.9770324920
## [1035,] 5.107001e-01 1.002055e-01 -1.0151593276 -7.264298e-01 0.6084952846
## [1036,] 4.134026e-01 1.468558e-01 -1.0321680068 -7.604917e-01 0.5163770802
## [1037,] -4.218363e-01 8.409159e-01 -1.2510049259 -6.040079e-03 0.0029014176
## [1038,] 3.090951e-01 2.456171e-01 -0.9573373861 -7.450418e-01 0.4315354982
## [1039,] 3.630214e-01 3.030104e-01 -1.0039841190 -6.143780e-01 0.5504575462
## [1040,] 8.028682e-02 1.323844e-01 -1.0611388198 -6.834695e-01 0.4009791357
## [1041,] -1.052995e+00 2.608308e-01 1.2142747303 -1.015077e+00 0.4683860086
## [1042,] 1.700576e-01 -1.674579e-01 -0.9115048180 -1.289564e+00 0.8038646030
## [1043,] -1.197738e-01 4.491539e-01 -0.6978669402 -8.573602e-01 0.1466849792
## [1044,] -5.217999e-01 -1.239313e-02 0.2111282313 -1.773628e+00 0.4613443419
## [1045,] -1.038416e+00 1.317978e+00 -0.2948425048 1.275288e+00 0.1747161677
## [1046,] -6.314227e-01 3.260871e-01 -0.2404910880 -5.985567e-01 0.6815865903
## [1047,] -7.654917e-01 3.890726e-01 -0.0767931081 -6.871255e-01 0.5982852985
## [1048,] -1.037647e+00 6.176988e-01 -0.2022365096 -2.297110e-01 0.6029447525
## [1049,] -1.241475e+00 6.098396e-01 -0.2463395306 -4.713758e-01 0.3586710234
## [1050,] -1.087923e+00 5.070094e-01 -0.2190018246 -6.421210e-01 0.4509719995
## [1051,] -9.031363e-01 3.746040e-01 -0.1339872694 -8.430878e-01 0.3730985196
## [1052,] -1.473092e+00 1.479519e+00 -0.1924565529 1.129761e+00 -0.5708058396
## [1053,] -1.416248e+00 1.399786e+00 -0.0673573966 1.543798e+00 -0.2271438686
## [1054,] -1.843945e+00 9.821212e-01 -0.1924240949 1.637282e+00 -0.0937690086
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## [1056,] -2.482218e+00 4.450604e-01 -0.3933037383 1.469728e+00 -0.1974926936
## [1057,] -1.626750e+00 9.638274e-01 -0.2669867082 1.533647e+00 -0.3031742221
## [1058,] -1.772842e+00 8.623239e-02 1.1141971272 -7.382524e-01 0.5399150572
## [1059,] -5.720300e-01 6.315616e-01 -0.9676398515 -1.777586e+00 -0.3008353655
## [1060,] -8.769110e-01 6.965210e-01 -0.3238113775 -1.842152e+00 -0.3243431253
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## [1071,] 2.800735e-01 6.772626e-01 -0.3291605785 1.013851e+00 1.0005725161
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## [1073,] 1.284824e-01 7.695995e-01 -0.1604867550 7.713880e-01 0.8224318100
## [1074,] 5.001525e-01 2.040519e-01 0.0859993897 1.511543e+00 0.2968435038
## [1075,] 3.162526e-01 1.641520e-01 0.1335385673 1.456675e+00 -0.1880556234
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## [1077,] -3.260890e-01 8.533414e-01 -1.0109384275 -1.649762e-02 0.1815416841
## [1078,] -2.216906e+00 1.849314e+00 3.2468458577 -5.183607e-01 0.8179380563
## [1079,] -2.957373e-01 7.829852e-01 -0.9658853514 3.478200e-01 0.4449232025
## [1080,] -4.952057e-01 1.013977e+00 -0.4730603878 2.332139e-01 0.4048712298
## [1081,] -3.469484e-01 9.275126e-01 -0.9357443292 3.142827e-01 0.3303899533
## [1082,] -6.357378e-01 9.926570e-01 -0.4942422261 3.026915e-01 0.3845112108
## [1083,] -7.035931e-01 1.072937e+00 -0.5291115977 1.675974e-01 0.1920794878
## [1084,] -5.648976e-01 4.583723e-01 -0.4545043094 -7.492334e-01 0.5791972361
## [1085,] -1.118615e+00 6.072952e-01 0.5501013694 -8.580890e-01 0.6731375161
## [1086,] -2.611643e+00 1.675784e+00 2.6046225496 -1.498391e-01 0.6504650287
## [1087,] -1.890371e+00 4.343411e-01 1.4407529863 -1.109591e+00 0.6522742592
## [1088,] 5.762808e-01 3.153558e-02 -0.6620064202 -2.210515e+00 -0.4860050179
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## [1090,] 1.466454e-01 -5.061976e-01 2.0477614202 1.413632e+00 0.8090848477
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## [1111,] -1.786528e+00 1.269754e+00 1.5771961687 2.624207e-01 0.3297993628
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## [1122,] -9.268603e+00 -6.901493e+00 -0.0138066300 -6.652906e-01 0.2984248197
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## [1135,] -4.277557e-01 1.280773e-01 4.4714971161 -2.257570e-01 1.0865394853
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## [1142,] 7.334588e-01 -1.452970e-01 0.0006457054 -2.930171e-01 0.3488214301
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## [1144,] 2.410029e-01 3.298365e-01 -0.5055622848 8.093201e-01 0.0471870897
## [1145,] 1.158521e+00 -4.598024e-01 -0.2659529885 5.392052e-01 0.9733553161
## [1146,] 1.018082e+00 -2.591470e-01 -0.6022377729 1.802784e-01 0.6737592350
## [1147,] 1.120860e+00 -3.480354e-01 -0.6683263947 3.986174e-01 0.8430401874
## [1148,] 9.889121e-01 -2.318129e-01 -0.6235157153 2.226376e-01 0.7159834399
## [1149,] -6.822763e-01 1.247888e+00 0.5184055579 -5.198657e-01 -0.0244376386
## [1150,] -1.192199e+00 1.905309e+00 1.8434008511 -5.028809e-01 0.5314804042
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## [1152,] -5.077506e-01 1.224747e+00 0.4740642798 -2.075969e-01 0.0540303426
## [1153,] -6.696337e-01 1.295026e+00 0.5963664385 -4.409468e-01 -0.1910307275
## [1154,] -4.832938e-01 1.196934e+00 0.1645866783 -3.047419e-01 -0.2054817099
## [1155,] -1.929421e-01 4.546461e-01 0.4661871454 -1.543668e+00 0.5875489802
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## [1157,] -4.800925e-01 1.255316e+00 0.4312879395 2.068307e-01 0.2719345821
## [1158,] -2.614968e-01 4.980967e-01 0.8025751732 -9.897164e-01 1.2002351466
## [1159,] -1.693052e+00 1.842182e+00 2.1239356284 1.279035e+00 0.5945869982
## [1160,] -7.014120e-01 1.231780e+00 0.6299019129 5.588558e-01 0.4884304541
## [1161,] -1.822976e+00 9.712813e-01 2.2247135361 5.645101e-01 0.8307629926
## [1162,] -9.525694e-01 1.403042e+00 1.0712844278 5.396379e-01 0.4807173497
## [1163,] -1.356071e+00 1.542001e+00 0.9354353192 -2.032373e-01 -0.3262393638
## [1164,] 6.536173e-01 2.272890e-01 -0.0309588895 5.275594e-01 1.7808793755
## [1165,] -7.048404e-01 1.112537e+00 1.6896259072 -1.733193e+00 -0.6813128810
## [1166,] 1.661071e-01 3.538227e-01 -0.3094391799 -1.526299e+00 -1.2484024889
## [1167,] 1.158643e+00 -6.934736e-01 0.1066445522 1.415435e-01 1.4636300453
## [1168,] 9.065050e-01 -2.259982e-01 0.0170161957 7.300293e-01 1.0088392494
## [1169,] 7.481379e-01 -5.972979e-02 0.1423478259 7.016274e-01 1.1343420862
## [1170,] 7.040363e-01 -5.569986e-02 -0.0722083418 3.540484e-01 0.5617146216
## [1171,] 6.883646e-01 -5.925086e-02 -0.3484111579 5.555920e-02 0.1104090099
## [1172,] 7.377947e-01 -2.512029e-02 -0.6417001274 9.497151e-02 0.1490320428
## [1173,] 7.727490e-01 -8.686538e-02 -0.5462171814 2.306468e-01 0.1558588295
## [1174,] -2.451879e-01 2.429152e-01 1.6111852335 -3.685783e-01 -0.0585657561
## [1175,] 5.277286e-01 5.356784e-02 -0.1483970857 3.997496e-02 -0.0678771407
## [1176,] 3.347012e-01 3.326353e-01 -0.0551328699 -8.670475e-01 0.5589042669
## [1177,] 5.501787e-01 -1.189618e-01 0.3449278388 -6.319101e-01 0.0150006211
## [1178,] 8.465164e-01 -3.123315e-01 -0.4627399259 -5.362633e-01 -0.1391917038
## [1179,] 6.918246e-01 -1.745744e-01 -0.3421461792 -6.278917e-01 -0.1511141742
## [1180,] 8.266311e-01 -3.995592e-01 -0.5350389660 -1.148014e+00 0.4514060267
## [1181,] 8.770395e-01 -5.021364e-01 -0.4404715328 -1.085472e+00 0.3455175909
## [1182,] -1.456488e-01 6.561584e-01 -0.9698868174 5.536408e-02 -0.6359793101
## [1183,] -1.423830e-01 6.156854e-01 -0.9174560680 3.888918e-03 -0.7217331185
## [1184,] 5.626453e-01 -1.061913e-02 -0.6422238309 -7.323685e-01 -0.2180489863
## [1185,] 2.271379e-01 2.910965e-01 0.0941013495 -6.549134e-01 -0.0126686551
## [1186,] 3.252288e-01 1.938078e-01 -0.2793400132 -6.493192e-01 -0.1479366178
## [1187,] 1.698212e-01 1.607197e-01 -0.0104294488 -6.990435e-01 -0.1780301188
## [1188,] -2.726496e+00 -1.267554e+00 -0.7418552739 -7.027090e-02 -0.3398255116
## [1189,] -5.814826e-01 4.215523e-01 -0.6214936850 9.658588e-02 -0.5583558309
## [1190,] -4.757474e-01 3.461402e-01 -0.6344845659 1.162628e-01 -0.7018311798
## [1191,] -7.048446e-01 2.284160e-01 -0.6838751851 6.632531e-02 -0.7353669616
## [1192,] -9.250426e-01 3.525428e-01 -0.1965546334 2.410638e-02 -0.6430125732
## [1193,] -6.320931e-01 4.617934e-01 -0.5624696859 8.382658e-02 -0.6535178976
## [1194,] -5.249385e-01 4.494797e-01 -0.7618563369 1.245072e-01 -0.6417883413
## [1195,] -6.641943e-01 5.281723e-01 -0.6780470938 -4.726782e-02 -0.7758026773
## [1196,] -1.058412e+00 8.416569e-01 -0.5964702800 2.204555e-01 -0.9908585577
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## [1198,] -1.299334e+00 6.103433e-01 0.2606946370 -3.712246e-01 -0.9709679993
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## [1202,] -2.028045e+00 6.675661e-01 1.5229307777 -5.296522e-01 -0.9291587133
## [1203,] 1.583002e+00 -1.250986e+00 -0.2171709287 -6.301910e-01 0.2345349348
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## [1261,] 6.017500e-01 -1.035042e+00 0.8493945130 -8.061221e-01 -0.0255227841
## [1262,] 2.321803e-02 5.935648e-01 -1.3125176409 6.986526e-02 0.9278726313
## [1263,] -2.834417e-01 1.209209e+00 -1.3260980021 1.170078e+00 0.3768608418
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## [1617,] -9.427969e-01 1.057887e+00 2.0854938295 -1.446995e+00 -0.0147375725
## [1618,] -4.250145e-01 1.010012e+00 0.6810552998 -1.135948e+00 0.1023734106
## [1619,] -4.032294e-01 9.839402e-01 0.6704462347 -1.106483e+00 -0.0038664363
## [1620,] -3.803353e-01 9.883175e-01 0.6250432583 -9.973114e-01 0.0525721694
## [1621,] -4.021762e-01 1.029044e+00 0.5503444949 -9.397793e-01 0.0942950409
## [1622,] -4.378219e-01 1.060665e+00 0.4856078926 -1.084279e+00 -0.1633047155
## [1623,] -4.652256e-01 1.125309e+00 0.4050567999 -1.112077e+00 -0.1917709416
## [1624,] -8.801978e-01 8.027857e-01 1.9514456296 -2.167219e+00 0.2500737307
## [1625,] -7.886760e-01 1.437502e+00 -0.4822012774 4.049362e-01 -0.2950291985
## [1626,] -8.150376e-01 1.326929e+00 -0.1319810521 5.703441e-01 -0.4998999134
## [1627,] -1.659946e+00 2.009706e+00 1.6514919119 4.776170e-01 -0.1911435449
## [1628,] -1.245834e+00 9.333491e-01 -0.6388479503 6.143785e-01 -0.9301614805
## [1629,] -2.483659e+00 1.875608e+00 1.0751454379 7.092110e-01 -0.5744816478
## [1630,] -8.527753e-01 1.498693e+00 -1.1698916420 1.138914e+00 -1.0807401475
## [1631,] -1.169142e+00 1.165467e+00 1.3547207505 -9.956412e-01 0.6666850063
## [1632,] -1.931298e+00 2.005590e+00 1.5003147723 9.376735e-01 -1.1236857432
## [1633,] -1.002979e+00 1.755362e+00 -0.4216834320 1.955266e+00 -0.8012838493
## [1634,] -8.736608e-01 1.692942e+00 -0.3640300341 2.531482e+00 -0.4963482577
## [1635,] 4.085296e-02 6.196712e-01 -0.5636929438 1.385462e+00 -0.6065750664
## [1636,] -3.461298e-01 1.031384e+00 -0.9464065021 2.105790e+00 -0.8925130383
## [1637,] -4.166220e-01 1.140413e+00 -1.0143381732 2.207535e+00 -1.0289825193
## [1638,] -1.553185e-01 9.146268e-01 -0.7118210435 1.828686e+00 -0.8905306565
## [1639,] -1.653277e+00 1.173747e+00 1.3097988006 1.468527e+00 -1.1994881123
## [1640,] -9.923081e-01 1.703172e+00 0.3378759252 2.198535e+00 -0.9413782661
## [1641,] -1.133445e+00 2.004599e+00 0.0175032784 2.028392e+00 -1.4018957048
## [1642,] -3.952947e-01 3.644119e-01 0.1750202269 -9.099725e-01 0.0153774364
## [1643,] -2.653178e-01 1.066476e-01 0.4027205234 -1.002928e+00 0.3199722455
## [1644,] -1.275216e+00 2.188138e+00 0.5177901870 2.856085e+00 -1.2236263055
## [1645,] -1.186530e+00 2.171376e+00 0.5443713597 3.104512e+00 -1.0482036349
## [1646,] -2.618531e+00 2.957978e+00 3.5963601853 2.448413e+00 -0.7521980135
## [1647,] -1.716754e-01 2.280840e-01 0.2752839388 -2.403985e-01 0.5382344204
## [1648,] -1.218490e+00 2.310865e+00 -0.0804634739 2.569471e+00 -1.0570682268
## [1649,] -1.083168e+00 2.134311e+00 -0.1727479391 2.750639e+00 -0.7332091075
## PC6 PC7 PC8 PC9 PC10
## [1,] 0.3700534288 -1.836333e-02 -1.5127427827 -1.0509311992 3.958368e-02
## [2,] 0.5460654713 -1.262904e-01 -0.2036458684 0.0780015902 2.125531e-02
## [3,] 0.5818984132 -1.564684e-01 -0.1460784925 0.1171617897 1.827066e-02
## [4,] 0.6100557262 1.912489e-02 -0.1214814285 0.1971592986 1.373110e-02
## [5,] 0.5563971597 5.581423e-03 -0.1244470865 0.1921308182 7.454248e-03
## [6,] 0.6506528028 -5.722619e-02 -0.0953743360 0.1905030813 6.853967e-03
## [7,] 0.6476471845 2.355573e-02 -0.0943331226 0.1633366969 7.720786e-03
## [8,] 0.5808051539 -1.296186e-01 -0.0982604824 0.1605913356 9.515075e-03
## [9,] 0.4753535258 -2.110976e-01 -0.1329985336 0.1556741466 9.413346e-03
## [10,] 0.5072664155 -1.318394e-01 -0.2647718872 0.0353615429 9.167927e-03
## [11,] 0.6065179110 -1.748249e-01 -0.2582963606 -0.0110759014 7.517761e-03
## [12,] 0.4391787000 -1.998541e-01 -1.5284517463 -1.1288403028 3.145612e-02
## [13,] 0.5704948412 -2.033470e-01 -0.6274424078 -0.3553138331 9.546105e-03
## [14,] 1.4552025256 -9.297276e-02 -0.3505432089 -1.2472051525 -9.970355e-03
## [15,] 0.4032865845 4.651031e-01 -0.8709835052 -0.3810884104 7.999232e-03
## [16,] 0.3958240885 3.030576e-01 -1.0711922433 -0.6002260441 1.598845e-02
## [17,] -0.3315946853 -1.721370e-01 -0.1196231925 0.1334560182 -1.606289e-02
## [18,] -0.0733623135 -1.742809e-01 -0.0378162552 -0.0484244754 -2.558775e-02
## [19,] -0.3317577492 -1.762991e-01 -0.1241720564 0.1185558538 -1.906563e-02
## [20,] -0.3611587708 -1.710839e-01 -0.0883566777 0.0549023258 -1.792899e-02
## [21,] -0.3533425459 -1.624453e-01 -0.0679776757 0.0196953331 -1.707837e-02
## [22,] -0.4656194371 -1.673242e-01 0.0077087715 -0.0463630759 -1.095381e-02
## [23,] -0.3771665665 -1.494790e-01 0.0003194163 -0.0848737110 -9.088069e-03
## [24,] -0.1196516226 -1.515664e-01 0.1961082993 -0.3707950627 -1.715003e-02
## [25,] -0.1031235494 -1.363969e-01 0.2246627141 -0.3504939726 -1.618332e-02
## [26,] 1.0561198550 2.725816e-02 0.6582815550 -1.0620892474 7.850774e-04
## [27,] -0.0334601567 -1.320805e-01 0.1653205107 -0.3570514943 -1.549097e-02
## [28,] 0.1250616294 -1.360426e-01 0.0969776758 -0.2457804538 -1.696225e-02
## [29,] 0.1067530304 -1.240845e-01 0.1565798604 -0.2615175755 -1.662648e-02
## [30,] 0.2323200729 -1.222290e-01 0.1637656943 -0.1654546077 -1.824981e-02
## [31,] 0.1926049541 -1.204456e-01 0.1852703242 -0.2802023376 -1.674110e-02
## [32,] 0.2992089307 -6.123932e-02 0.1599974213 -0.2263488091 -1.891268e-02
## [33,] 0.2421097823 -2.726407e-01 -0.2746271775 0.5132193665 -9.750539e-03
## [34,] 0.0383863769 -2.660473e-01 -0.4717467545 0.7791379333 -1.541851e-04
## [35,] 0.0066086366 -2.851927e-01 -0.4743786895 0.7400778643 -1.351452e-06
## [36,] -0.0204820758 -2.936314e-01 -0.4819943160 0.7282888240 -2.564284e-04
## [37,] -0.0173207226 -2.941880e-01 -0.4662342116 0.7143831579 -5.653619e-05
## [38,] -0.0127814281 -2.719206e-01 -0.4306813956 0.6748326859 -3.167789e-04
## [39,] -0.1498648290 -2.667836e-01 -0.3636745963 0.6072506940 5.347773e-04
## [40,] 1.3687329143 2.214930e-01 2.2073053431 0.8269601159 1.726515e-02
## [41,] -0.0768313203 1.416780e-01 1.6060127759 1.7600521319 6.848879e-03
## [42,] -0.1854857153 -5.632263e-02 -0.2822313271 0.5872529698 -5.980762e-04
## [43,] 0.3180770372 3.648246e-02 -0.1512059736 0.2676626786 -1.550156e-02
## [44,] -0.9387872256 7.110093e-01 0.1548506251 -0.5409250723 -2.350531e-02
## [45,] -0.8509360805 3.934220e-01 -0.1338005668 -0.6984597949 -2.486221e-02
## [46,] -0.7954746146 6.233632e-03 0.1001989994 -0.5122800893 -2.571672e-02
## [47,] -0.7653992294 -2.508229e-01 0.1572470851 -0.5084833063 -2.443931e-02
## [48,] -0.1496385194 -2.611235e-01 0.4717390992 -0.7522069993 -3.223953e-02
## [49,] -0.6566517551 -9.976786e-02 0.1187978350 -0.4296902472 -3.924295e-02
## [50,] -0.6523962564 -3.856218e-01 -0.0031416549 -0.5093668208 -4.536525e-02
## [51,] -0.5978667548 -3.839734e-01 0.0814490926 -0.2635302276 -5.588437e-02
## [52,] -0.8791797256 -2.045491e-01 -0.1859436677 -0.1088235365 4.638643e-03
## [53,] -0.8157701087 -2.067245e-01 -0.0164067956 0.0074517315 -1.236991e-03
## [54,] -0.4030131033 -1.962623e-01 0.1966217654 -0.2443737224 -3.738559e-03
## [55,] 1.4794976116 9.584999e-03 0.7219801015 -1.3957979978 9.308774e-03
## [56,] -0.9189823335 -1.537336e-01 0.1104308399 -0.2251201197 8.985131e-03
## [57,] -0.5123190701 -1.460621e-01 -0.0600790265 0.0075879900 9.148390e-03
## [58,] -0.5671144430 2.121354e-01 1.8681683217 1.0089452004 1.855655e-02
## [59,] -0.6354952489 -1.231935e-01 0.0695098618 -0.0296398537 7.283529e-03
## [60,] -0.6065277839 -1.167158e-01 0.1088215005 -0.0015331788 1.241690e-02
## [61,] -0.7991966450 -1.199734e-01 0.2660651181 -0.1227303015 1.103190e-02
## [62,] -0.2489989155 -9.789563e-02 0.3813575661 -0.3452908046 3.674606e-03
## [63,] -0.7386727210 -1.702468e-02 0.6700634476 0.0579472087 1.014752e-02
## [64,] -0.6195690638 1.174680e-02 0.7463691306 0.1636596832 1.756597e-02
## [65,] -0.0597885986 -1.761777e-01 -0.0015855741 -0.0467905048 -1.910976e-02
## [66,] -0.3840040193 -1.766036e-01 -0.1754546086 0.2486927652 -1.041783e-02
## [67,] -0.3700070778 -1.758427e-01 -0.1563390639 0.2140891753 -1.023098e-02
## [68,] -0.4362725316 -1.894648e-01 -0.1579150023 0.1867304497 -9.398352e-03
## [69,] -0.4037566759 -1.601433e-01 -0.0925933753 0.1738270464 -8.090855e-03
## [70,] 1.0360500596 3.220059e-03 0.4849300284 -0.7472598628 1.929202e-03
## [71,] 1.3476406085 4.647368e-03 0.7159949110 -1.1439098723 -7.030508e-03
## [72,] -0.7061403569 -2.778073e-02 -1.9095622916 -1.5501594236 2.452272e-02
## [73,] -0.3755768974 -6.259754e-02 0.0657641246 0.2086942082 -2.713060e-03
## [74,] -0.3942020253 7.940487e-02 -0.0598328660 0.0678768784 -8.170544e-03
## [75,] -0.2808033160 3.813437e-02 -0.0586865882 0.1382335213 -9.088136e-03
## [76,] -0.2067342565 -1.277560e-01 -0.0446202592 0.2559603877 -9.338212e-03
## [77,] -0.1759234360 -1.208648e-01 -0.0200788369 0.3065462058 -9.611987e-03
## [78,] -0.1555314273 -7.452777e-03 0.5330973747 0.6211006126 -6.908409e-03
## [79,] -0.1459908914 6.009723e-02 0.8586047143 0.7679278703 -4.681053e-03
## [80,] 2.3559246822 -1.725008e-01 -1.8863990941 1.2040978672 -1.078285e-02
## [81,] 2.4559505562 -1.967718e-01 -2.1732432865 1.4662813651 -5.540176e-03
## [82,] 2.4542593442 -1.909192e-01 -2.1276332040 1.4519071777 -5.490853e-03
## [83,] 2.2196672314 -1.841217e-01 -1.9754103028 1.2685420971 -4.402045e-03
## [84,] 1.5956539584 -1.579854e-01 -1.5037806576 0.8640495830 -2.542468e-03
## [85,] 1.1145417749 -1.277255e-01 -1.1709555323 0.5253728994 -1.341693e-03
## [86,] 1.4790894230 -1.665261e-01 -1.4632215531 0.7323084831 -1.856031e-03
## [87,] -0.7455803599 -6.095803e-02 0.1556329500 -0.5834745666 -2.939387e-03
## [88,] 0.8444196365 -1.498416e-01 -1.0104239834 0.3503221152 -6.034224e-03
## [89,] -0.7827559641 -6.153638e-02 0.1863724818 -0.6303664926 -3.234446e-03
## [90,] 0.9975936133 1.353140e-01 0.8985686819 -1.6865749033 1.142345e-02
## [91,] 1.9307182777 8.435371e-02 0.2174106672 -1.1487198812 1.032122e-02
## [92,] -0.8579188414 -4.987394e-02 0.2828961992 -0.6837821909 -3.187486e-03
## [93,] 0.0495628824 -8.727035e-02 -0.3822757549 -0.1327720441 -4.819573e-03
## [94,] 1.6160862815 -8.639854e-02 -1.1265077609 0.4502466112 -1.242529e-04
## [95,] -0.7547094350 4.368075e-02 0.5990636549 -0.9469807175 4.477870e-03
## [96,] 1.6857106239 -5.426225e-02 -0.9331130383 0.1461410708 -1.885704e-03
## [97,] 1.0926910375 -2.583986e-01 -1.3394152562 0.3592039394 1.077386e-04
## [98,] 1.3519165415 -7.470552e-03 -0.9326759645 0.2079399634 6.643773e-03
## [99,] 1.6110255253 -5.586293e-03 -1.1191934009 0.3966232879 6.216633e-03
## [100,] 1.1084229952 -1.971466e-01 -1.3517137627 0.3043890147 2.656676e-03
## [101,] 1.0426840197 -2.333532e-01 -1.0252863964 -0.0979595826 -1.822222e-03
## [102,] -1.3385556771 -1.042977e-01 0.4403062055 -1.1944801007 8.604254e-03
## [103,] 0.4154717222 -2.072485e-01 -0.8139934467 -0.1402666385 4.927437e-03
## [104,] 0.2497553309 -1.799056e-01 -0.6856657845 -0.2486131427 6.162782e-03
## [105,] -1.1577197387 -9.939268e-02 0.3701958955 -1.0822610855 8.439033e-03
## [106,] 0.0856374178 -1.547661e-01 -0.2325429167 -0.7622560769 1.898349e-03
## [107,] 1.1480465181 1.732638e-01 1.2468027547 -1.0375983554 2.146210e-02
## [108,] 1.0519374954 2.554138e-01 1.2967805962 -1.2562820470 2.945538e-02
## [109,] 0.1534102950 -1.791419e-01 -0.3290867558 0.7566256953 -1.649164e-02
## [110,] 1.3430520462 -9.542752e-04 0.4313009707 -0.4874978695 -2.197433e-03
## [111,] 0.1160690895 -1.650473e-01 -0.3067872143 0.6959873850 -1.382036e-02
## [112,] -0.0726188775 -1.321214e-01 -0.0883850211 0.4426365217 -8.352235e-03
## [113,] 0.3010600140 2.127658e-01 1.7471136148 0.9659657294 -7.711483e-03
## [114,] -0.1133844037 -5.497282e-02 0.0698462289 0.3581628229 2.719273e-03
## [115,] -0.0598438565 -7.226226e-02 0.0930951535 0.6166111618 9.792906e-04
## [116,] 0.4107135477 -3.206575e-02 0.3425633632 0.2679522471 -1.179907e-02
## [117,] -0.2323222907 1.436685e-01 -1.3198267087 -0.7359606735 2.774444e-02
## [118,] 0.1021659397 2.098123e-01 0.4570833787 0.8104225174 1.825980e-03
## [119,] 0.1319589079 3.712566e-01 1.5073301688 1.3211473020 2.072853e-03
## [120,] 0.0917769267 2.302368e-01 0.3908596246 0.7567649692 6.854253e-04
## [121,] -0.2500144027 6.602708e-01 -0.2683501547 -0.1598731779 2.213445e-02
## [122,] 0.8321479588 -6.435655e-01 -0.0191245413 0.0207354529 3.803036e-02
## [123,] 0.8523289587 -6.757125e-01 -0.0234827669 0.0157180309 3.528236e-02
## [124,] 0.8958686977 -5.315324e-01 -0.0239495214 0.0072385297 3.663567e-02
## [125,] 1.2641679612 -2.971727e-01 0.0922587974 -0.3081618421 1.357427e-02
## [126,] 0.9027625398 -7.240579e-01 -0.0108678221 -0.0047714216 3.183456e-02
## [127,] 0.8786891996 -8.121986e-01 -0.0224237450 0.0105392196 3.145412e-02
## [128,] 0.8599627530 -6.945814e-01 -0.0473045242 0.0078414732 2.614757e-02
## [129,] 0.8517455610 -7.280307e-01 -0.0324479040 0.0260584755 2.013270e-02
## [130,] 0.8329470733 -4.665475e-01 0.1155699571 0.1299930262 1.512748e-02
## [131,] 0.7042239292 1.328519e+00 0.7972085253 0.7231659695 -1.855436e-02
## [132,] 0.7570410197 4.506652e-02 1.6770825541 0.9553378928 5.692230e-03
## [133,] 0.5086786642 -3.960953e-01 0.0051846373 -0.6272884855 3.470341e-02
## [134,] -1.5335937481 -1.006340e-01 0.1390447796 -0.5898142121 1.516564e-02
## [135,] -0.9565280788 -8.899965e-02 0.4809047263 -1.1750053968 -2.093541e-03
## [136,] -0.3283023984 1.070994e-01 1.3075216562 -2.2318449720 2.718464e-02
## [137,] -2.0287957575 -8.604387e-02 0.4013547698 -1.0383761409 2.095719e-02
## [138,] -1.9132217378 -7.766975e-02 0.4854100890 -0.7881141415 1.433014e-02
## [139,] -1.6779370387 -6.060809e-02 0.3332282505 -0.7097954206 1.459274e-02
## [140,] -1.7437454600 -8.048222e-02 0.3471172814 -0.7954075611 2.123833e-02
## [141,] -1.9888529181 5.560768e-02 -1.6088704192 -2.5047932291 5.414877e-02
## [142,] -1.6023063921 -6.868012e-02 0.1998270904 -0.5274473771 1.875243e-02
## [143,] -1.5244238221 -8.017830e-02 0.1640469837 -0.3447537539 1.615826e-02
## [144,] -1.6041594788 -7.781097e-02 0.2690524273 -0.4898938312 1.769095e-02
## [145,] -1.6985910109 1.573554e-01 0.1327586639 -0.7721282853 3.745286e-02
## [146,] -1.6182970611 -7.573265e-02 0.2478704699 -0.4742357351 1.942184e-02
## [147,] -1.4698686319 -5.286750e-02 0.3322330932 -0.2486844151 1.614111e-02
## [148,] -1.6723583227 3.342435e-01 2.5298044205 0.5200433400 2.908856e-02
## [149,] 0.4775932346 -3.239767e-01 -1.1574634066 0.3494977117 -8.490544e-03
## [150,] -1.3235141995 -2.329214e-01 0.1623739082 -0.6668319364 -7.096396e-03
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## [709,] 0.9674889550 -1.970159e-01 -1.0022646737 0.8440636161 -2.464951e-02
## [710,] 0.7814125198 -2.175080e-01 -1.1047544937 0.9797820091 -2.023852e-02
## [711,] -0.1886977614 -1.654965e-01 -0.3348494830 0.4222760620 -1.885236e-02
## [712,] -0.1367635459 -1.708447e-01 -0.3563284300 0.4557969316 -1.922559e-02
## [713,] -0.1502086740 -9.585127e-02 -0.4365727891 0.4046489238 -1.985419e-02
## [714,] -0.2595234922 -1.213326e-01 -0.3146371408 0.3593986162 -1.938827e-02
## [715,] -0.2258587604 -1.513479e-01 -0.2665965941 0.3828958244 -1.810477e-02
## [716,] 1.5488361572 3.713954e-02 0.4669847188 -0.6983891027 -6.656878e-03
## [717,] 2.0632013025 6.068358e-03 0.0394141196 -0.4423645716 -8.414008e-03
## [718,] 0.2989595829 -1.679994e-01 -0.6764452149 0.5974230407 -1.811425e-02
## [719,] 0.2752519426 -1.717085e-01 -0.7028029780 0.5298752606 -1.649423e-02
## [720,] -0.1915681861 -1.324665e-01 -0.2370592396 0.2874373564 -1.596088e-02
## [721,] -0.1602033648 -1.525647e-01 -0.3311179623 0.2882745997 -1.624182e-02
## [722,] 0.7541879819 -1.448395e-01 -0.8302049947 0.5492190711 -7.481605e-03
## [723,] -0.4820017296 -8.383074e-02 0.0848958233 -0.1776761275 -6.182625e-03
## [724,] 0.9517640147 -1.169875e-01 -0.7451012676 0.4019906870 -1.268455e-02
## [725,] 1.1795560997 2.792729e-01 -0.9743017413 0.5923877079 -2.084295e-02
## [726,] 1.1697123885 -1.213902e-01 -0.8555357354 0.5266189155 -1.381351e-02
## [727,] 2.6987836397 7.217226e-02 -0.1714048749 -0.4835870230 2.719993e-03
## [728,] -0.6128071535 6.693955e-02 0.2203271412 -0.3737438351 -6.237192e-03
## [729,] 0.8543420675 -1.328221e-01 -0.8374595861 0.4636953768 -6.316780e-03
## [730,] -0.5109639458 -3.393238e-02 0.2148241207 -0.3643789436 -3.513019e-03
## [731,] 0.6589784621 -1.207634e-01 -0.6201668090 0.2966058784 -4.369437e-03
## [732,] 0.5630467479 -8.021494e-02 -0.5499783246 0.2002124573 -8.469648e-03
## [733,] 0.2358167613 8.152574e-01 -0.4888745576 0.0891267734 -2.150929e-02
## [734,] 0.0826919590 6.936083e-01 -0.3501155773 -0.0547946407 -1.853988e-02
## [735,] -0.7411323034 -5.543563e-02 0.4204433471 -0.6637630507 -2.544915e-03
## [736,] -0.7419466645 6.698150e-02 0.4507291284 -0.6402954856 1.404221e-03
## [737,] -0.3492559869 -1.437495e-01 -0.2020240908 0.2793265188 -7.806058e-03
## [738,] -0.4470236546 -1.184522e-01 -0.2853254126 0.0468008795 -4.549190e-03
## [739,] -0.3875015358 -1.474833e-01 -0.1347040565 0.2308054710 -8.660607e-03
## [740,] -0.3958635273 -1.349508e-01 -0.1164831366 0.2129952626 -7.278996e-03
## [741,] 1.1766551175 1.089092e-02 0.4096451539 -0.6694767687 1.282234e-03
## [742,] -0.5792991046 3.203832e-01 -0.1923590509 -0.4250384456 3.173373e-02
## [743,] -0.3327419202 -1.204220e-01 -0.1412101746 0.1502649465 -5.637195e-03
## [744,] -0.3501710385 -1.322629e-01 -0.0652529160 0.1837975142 -6.270032e-03
## [745,] 0.1461512887 -1.820223e-01 0.0847093137 -0.1297876296 -1.999456e-02
## [746,] -0.3248173240 -1.659022e-01 -0.1117645890 0.2011758328 -7.530621e-03
## [747,] -0.2671599330 -1.556207e-01 -0.1582341178 0.1847962526 -6.030234e-03
## [748,] -0.2456921128 1.128065e-01 1.3562708988 1.0222830675 -8.534411e-04
## [749,] -0.2946620909 -2.035145e-01 -0.4686135926 0.8915775173 -1.623915e-02
## [750,] -0.1433742062 -2.049731e-01 -0.5690178167 0.9626955946 -1.648692e-02
## [751,] -0.2185375474 -1.861911e-01 -0.4371616031 0.8666124636 -1.546322e-02
## [752,] -0.1761984492 -1.741328e-01 -0.4172178601 0.8517410849 -1.498377e-02
## [753,] 0.0259655047 -1.802300e-01 -0.5403603673 0.9417840355 -1.486829e-02
## [754,] 1.8043607891 3.938504e-02 0.2505589219 -0.2005648042 -2.775640e-03
## [755,] 1.7431865638 3.092016e-02 0.2956056654 -0.2301516896 -2.675636e-03
## [756,] 0.3335709378 -1.696922e-01 -0.2810787232 0.5337547889 -2.291511e-02
## [757,] 0.0073356369 -1.531130e-01 -0.4033266529 0.8094078149 -1.334559e-02
## [758,] -0.0731444949 -1.252522e-01 -0.3416102165 0.7414540719 -1.123128e-02
## [759,] -0.0041693993 -1.085270e-01 -0.3148777720 0.7239274109 -1.096077e-02
## [760,] 0.0562079649 -1.236645e-01 -0.3587294075 0.7640233832 -1.191724e-02
## [761,] 0.1066202583 -1.024462e-01 -0.3439759593 0.7439345092 -1.033715e-02
## [762,] 0.1374946430 -1.017996e-01 -0.3295114188 0.7487591604 -1.088857e-02
## [763,] 0.1311439124 -8.663090e-02 -0.3031836546 0.7298916118 -9.256369e-03
## [764,] -0.3492797553 -1.501546e-01 0.1794455886 -0.4483448177 -6.881168e-03
## [765,] -0.3490507829 -1.906467e-01 0.1745534442 -0.4658912020 -1.126411e-02
## [766,] 0.5254821218 -9.183858e-03 0.6116594629 -0.8605096765 1.643554e-02
## [767,] -0.8942475840 -1.729035e-01 -0.0760086590 0.0673803708 1.288412e-02
## [768,] -0.9923779485 -1.813513e-01 -0.0600923904 0.0076338641 1.070288e-02
## [769,] -0.7287379434 -2.012523e-01 -0.2151884813 0.1743159885 9.456085e-03
## [770,] -0.9320324976 -2.028260e-01 -0.1623672718 0.0765199006 1.502879e-02
## [771,] -1.1007054819 -1.813891e-01 -0.1749260422 0.0897837475 1.953926e-02
## [772,] -1.1501701219 -1.822148e-01 -0.1015704021 0.1159061009 1.739594e-02
## [773,] -1.0746210683 1.218996e+00 -0.2323207374 0.3096280332 -4.749603e-03
## [774,] -1.0543401164 1.070582e-04 -0.1275713112 0.1478708439 1.288549e-02
## [775,] -1.0294967312 -1.891244e-01 -0.0863348279 0.1072605133 1.561147e-02
## [776,] -0.9222338406 -1.753925e-01 -0.1410045982 0.1489837552 1.565055e-02
## [777,] -0.9604089876 -1.726650e-01 -0.1401842812 0.1718643529 1.142689e-02
## [778,] -0.9239991252 -1.621331e-01 -0.2051203893 0.1400002411 1.793362e-02
## [779,] 0.5347974252 -3.406526e-01 -0.1709571570 0.4389972364 -1.418981e-02
## [780,] 0.9370508187 -2.926405e-01 0.2081079406 -0.1768996332 -3.170210e-03
## [781,] 0.9346028957 -3.222118e-01 0.1858552272 -0.1871139454 -9.658597e-03
## [782,] 0.3023697931 -2.035895e-01 -0.0793403538 0.2533328881 -1.957431e-02
## [783,] -0.1137930250 4.322496e-02 -0.1180245770 -0.4456365791 1.833217e-02
## [784,] 0.0906886354 -2.934788e-01 -0.1049490308 0.2389638622 -2.085795e-02
## [785,] 0.0434073780 -3.069919e-01 -0.1833871165 0.2974848296 -2.467669e-02
## [786,] -0.0138880980 -2.332073e-01 -0.2831025652 0.1415653496 -2.721926e-02
## [787,] -0.1252838622 9.032294e-02 1.3964036516 1.2028782124 -2.431242e-02
## [788,] -0.4237606324 -2.874410e-01 -1.8713001545 -1.0839945883 -6.183829e-03
## [789,] -0.2111555533 -3.723220e-01 -0.2825663941 0.4225419904 -3.464741e-02
## [790,] -0.2064805666 -3.768169e-01 -0.2300768013 0.4627547515 -3.596424e-02
## [791,] -0.1822854038 -3.815795e-01 -0.2903166639 0.4606908238 -4.171175e-02
## [792,] -0.6875106752 -2.652098e-01 -0.5670428105 0.7776410163 -2.880879e-02
## [793,] -0.6885537735 -3.659838e-01 -0.7882232698 0.8241659112 -3.349465e-02
## [794,] -0.6605532342 -3.556775e-01 -0.7337856555 0.8554640902 -3.339423e-02
## [795,] -0.7209232639 -3.539454e-01 -0.6192993240 0.8098802195 -3.306827e-02
## [796,] -0.7019221131 -3.323121e-01 -0.5177801490 0.8584617495 -3.254431e-02
## [797,] -0.0913912036 -4.215137e-02 -0.4272270092 0.7396978509 -2.273261e-02
## [798,] -0.0793827944 -1.788136e-02 -0.5839171488 0.5524698584 -1.943135e-02
## [799,] -0.5469751850 -4.707954e-02 -0.6562134651 1.2647109350 -1.045513e-02
## [800,] -1.2672907975 -2.787716e-01 -0.8612107052 1.1292549150 -1.208225e-02
## [801,] -1.2726771410 9.282786e-02 0.7874328842 1.9668310448 2.531521e-04
## [802,] -1.3246928945 -1.694730e-01 -0.9724730829 0.8894052912 -1.229092e-03
## [803,] 1.2362874687 2.130732e-01 0.3909640427 -0.0994891632 8.829401e-03
## [804,] -0.7105178948 -7.051846e-02 -0.2364954354 1.4734012271 -1.110063e-02
## [805,] -0.7351980045 -8.654604e-02 -0.5512645362 1.2001578230 -8.195480e-03
## [806,] -1.0496681743 3.155221e-01 -0.6406182802 0.5273493977 2.813998e-02
## [807,] 1.7729206244 -7.734751e-03 -0.1136188428 0.0671317656 -6.414143e-03
## [808,] 0.3868252587 8.625959e-02 0.9121184462 -1.5540479668 1.726816e-02
## [809,] -0.9584174692 2.641803e-01 1.8538285082 0.8140406838 1.513008e-02
## [810,] -1.3276681291 -6.457507e-02 0.2638670155 -0.4019112535 7.956539e-03
## [811,] -0.4426533390 -8.897353e-02 0.1937630406 -0.6141882873 -5.895407e-03
## [812,] -0.9473233634 -7.814010e-02 -0.0085148281 -0.1411664963 7.527302e-03
## [813,] -1.4409393592 -5.424379e-02 0.2761018406 -0.5440884574 1.359820e-02
## [814,] -1.5246920696 -2.814456e-02 0.3461343061 -0.5170722912 1.662398e-02
## [815,] -1.1178984391 -7.783169e-02 -0.0111989882 -0.1059437498 1.183458e-02
## [816,] -1.3262279897 -1.016351e-01 0.1369504619 -0.2640210451 8.425596e-03
## [817,] -0.5807320232 -1.124982e-01 0.3624517905 -0.6293648031 -9.791889e-03
## [818,] -0.4346989370 -1.298922e-01 0.2049737662 -0.5033857130 -1.075948e-02
## [819,] -0.9944651779 -1.204705e-01 -0.0928963514 0.1001458485 3.558062e-03
## [820,] -0.9662048191 -1.176840e-01 -0.1252960687 0.2177736202 3.183534e-03
## [821,] -0.9913389305 -1.113126e-01 -0.0703796414 0.1077882226 3.834282e-03
## [822,] -0.4708161580 -1.025018e-01 -0.5776241365 0.4914554549 -1.063020e-02
## [823,] -0.4783190422 4.660830e-02 -0.5594302451 0.4662011035 -1.292613e-02
## [824,] -0.4019790124 -9.211504e-02 -0.5272901100 0.4296811477 -1.003194e-02
## [825,] -0.1859792018 -9.784215e-02 -0.6614221650 0.5353310640 -1.012377e-02
## [826,] -0.1791000854 -9.357041e-02 -0.6473663713 0.5215131309 -9.871696e-03
## [827,] -0.3904293121 -7.275910e-02 -0.4641866637 0.3708900547 -9.121760e-03
## [828,] -0.2999528809 -4.063585e-02 -0.4408583479 0.3772453173 -8.088948e-03
## [829,] -0.2994887955 3.200428e-01 1.3115969865 1.2840749269 -9.623873e-04
## [830,] 0.1764675106 4.753990e-02 -0.3144992470 0.1933380326 -1.685003e-02
## [831,] 1.8700315005 2.053443e-01 0.4016347644 -0.9159407584 -3.787387e-03
## [832,] 1.8935231612 1.952538e-01 0.4850863284 -0.9209461104 -2.127045e-03
## [833,] 0.1726559778 5.099125e-02 -0.1957959862 0.1755857515 -1.288934e-02
## [834,] -0.3498954282 -1.858109e-01 -0.2852992218 0.1111228626 -1.719833e-02
## [835,] -0.4304070451 1.963972e-01 -0.3442872498 -0.4174300265 1.512292e-02
## [836,] -0.5100383266 -2.061448e-01 -0.4458835176 0.4152477097 -1.108911e-02
## [837,] -1.1650753804 -9.993876e-02 -2.7831746161 -0.4037048178 4.578529e-02
## [838,] -0.5767681795 1.865161e-01 -2.5363079450 -0.3898816866 4.954387e-02
## [839,] 0.5864052484 1.421034e-01 -0.2159788354 0.7468126248 2.393682e-02
## [840,] 1.9438072773 1.475340e-01 0.6498660582 -0.8098606867 -9.793377e-03
## [841,] -1.0732610063 6.067803e-02 -0.6220498110 0.9344811063 1.888257e-02
## [842,] -0.7584186161 5.569504e-02 -0.4609094127 0.9970374051 3.089496e-02
## [843,] -0.8985834382 4.967983e-02 -0.5126326982 1.0304313615 3.999594e-02
## [844,] -1.0588157674 3.966019e-01 1.3339958708 2.1559591808 4.488575e-02
## [845,] -1.1552106841 -1.288969e-03 -0.6583628986 1.1934585880 4.323897e-02
## [846,] -1.2636471322 3.560453e-04 -0.5989811802 1.2783324945 4.526487e-02
## [847,] -1.0997497198 3.672478e-01 1.3127708595 2.4224187873 4.626539e-02
## [848,] -1.3314907620 4.087055e-01 -0.7835894010 0.5232012009 7.375413e-02
## [849,] -0.2771032645 2.316564e-01 0.6121314613 0.8991974301 2.648184e-02
## [850,] 0.5057555244 7.005291e-02 -0.1542374190 0.3515364428 1.360355e-02
## [851,] -0.1772742879 2.530392e-01 -0.3247879489 -0.2013988264 3.721103e-02
## [852,] 0.2855450677 1.683563e-01 0.1757682411 -0.1098866376 1.827103e-02
## [853,] 0.2850095988 4.853188e-01 0.7294797555 0.1740097885 1.714980e-02
## [854,] 0.4630122110 2.708262e-01 0.7393406171 0.2082314815 2.162034e-02
## [855,] 0.3063329398 2.153290e-01 0.5645114519 0.0821310942 1.868608e-02
## [856,] -1.2142122240 -7.507698e-02 0.0380524790 -0.6931910173 1.717615e-02
## [857,] -1.2826730254 -6.296429e-02 0.0974498093 -0.6878433112 1.789467e-02
## [858,] 0.4029372258 1.295842e-01 0.8902270268 -1.8586995928 2.933835e-02
## [859,] 1.1597936956 9.902979e-02 0.8882526195 -2.0179549881 1.080274e-02
## [860,] 0.5665382457 1.429359e-01 0.8611321452 -1.5756588728 2.537300e-02
## [861,] -1.1085469274 -6.569804e-02 0.1189098283 -0.3376754652 1.213655e-02
## [862,] -1.2145552321 -8.577419e-02 -0.0441990501 -0.3608931184 1.694118e-02
## [863,] -0.6738265523 -9.836914e-02 0.2837319118 -1.0022965769 7.678619e-04
## [864,] -1.7029991497 -6.443442e-02 0.2578286533 -0.6167359558 1.761148e-02
## [865,] -1.4241211970 -8.731529e-02 0.0414552502 -0.4716870899 1.599482e-02
## [866,] -1.2954893682 4.220823e-03 -1.4836037751 -2.8710453093 3.027974e-02
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## [868,] -0.6754518230 -7.845059e-02 0.4516962839 -0.8237775823 -4.643278e-03
## [869,] -0.7462228981 -9.226158e-02 0.4852687204 -0.8286844988 -6.260300e-03
## [870,] -0.5531176030 -1.023559e-01 0.2375485558 -0.9263886417 -7.083235e-03
## [871,] 5.4022279498 -1.389312e-01 -2.1856013466 1.0036770819 1.853005e-03
## [872,] 5.2073937698 -1.229839e-01 -2.0303825185 0.8892193180 2.387044e-03
## [873,] 1.5286801193 8.447501e-02 0.9014835270 -1.6273823569 4.402138e-03
## [874,] 3.9073986065 -3.224602e-01 -3.1401582743 2.1190199090 -6.735302e-03
## [875,] -0.3638142960 -8.198690e-02 0.0263984558 -0.4183390281 4.037583e-04
## [876,] -0.4053249660 -7.074371e-02 0.0640544237 -0.4750670637 1.077148e-03
## [877,] 4.7170839122 -3.473867e-01 -3.4180840069 2.2640194195 -1.260771e-02
## [878,] -1.0226429429 -3.271610e-02 0.6295052266 -0.7343079578 3.549007e-03
## [879,] 3.4279918427 -2.774891e-01 -2.6569109423 1.8178863249 -4.237287e-03
## [880,] -0.3727803261 -6.058421e-02 0.4314438795 -0.8127508461 -4.068149e-03
## [881,] 2.5549157428 -2.090117e-01 -1.9535972956 1.2527153948 -6.905396e-04
## [882,] 1.8661557290 -1.873143e-01 -1.4871264698 0.8072255146 5.913517e-04
## [883,] -0.8075666339 -2.598438e-02 0.5098591960 -0.8338933068 6.305583e-03
## [884,] 1.1964047229 -1.126807e-01 -0.7745698209 0.4816567246 3.642759e-03
## [885,] 1.2969260331 -7.231024e-02 -0.6150494947 0.6205474905 5.257916e-03
## [886,] 1.0196309284 -8.857222e-02 0.1078192552 -0.2606702025 1.045632e-02
## [887,] 1.1080976010 -1.428991e-01 0.1945301815 -0.5646257884 -1.227437e-02
## [888,] 0.3721426762 1.451159e-01 1.4255501479 0.8143081667 9.947430e-03
## [889,] 0.4192493970 -1.327715e-01 -0.0695998202 0.0102687264 5.383990e-03
## [890,] 0.2028403384 2.397493e-01 -0.0590038099 -0.5142042161 3.455027e-02
## [891,] 0.4432617425 -1.536172e-01 -0.0920201423 0.0475215490 -3.127751e-04
## [892,] 0.4369102361 -1.653666e-01 -0.0763523147 0.0910841424 -3.522954e-03
## [893,] 0.5019788538 -1.976981e-01 -0.0943745082 0.1299775991 -8.679599e-03
## [894,] 0.5118445142 -1.934633e-01 -0.0405468214 0.1547860179 -1.533410e-02
## [895,] 0.2622901223 -1.097100e-01 -1.7859825328 -1.4014639575 1.001447e-02
## [896,] 0.2621841247 2.869782e+00 -0.4513242330 0.2416854760 -6.610606e-02
## [897,] 0.0745646676 5.179598e+00 -0.7739934047 0.2842545424 -9.608120e-02
## [898,] 0.3832104874 8.620436e-01 0.0540120441 0.1061209162 -2.742732e-02
## [899,] 0.4865130828 -4.178572e-02 -0.2602849190 0.6077326814 3.690730e-04
## [900,] -0.0767997660 -2.677276e-01 -0.4064363906 0.6790456268 5.080326e-05
## [901,] 1.7098618766 -8.287092e-02 0.3206663761 -0.2116993697 -3.295163e-02
## [902,] 0.2337500632 -8.715189e-02 -0.1393327701 0.7192567620 -9.280891e-03
## [903,] -1.0917685100 9.764203e+00 -2.1506778023 1.1122323539 -1.757902e-01
## [904,] -0.5049067673 -3.357719e-01 -0.4541996704 0.7812829167 -1.056851e-02
## [905,] -0.5698358615 -3.147477e-01 -0.4678443330 0.8694350876 -1.525128e-02
## [906,] -0.2753940546 -1.024906e-01 -0.3262473157 0.9523558479 -5.717820e-03
## [907,] -0.3321213389 -1.912828e-01 -0.3901560825 1.0946896292 -1.124853e-02
## [908,] 1.3339377448 -1.963273e-01 0.3470770738 -0.3447043663 -5.189984e-02
## [909,] -0.4717579690 -8.678281e-02 -0.3617184493 1.2006506134 -1.378210e-02
## [910,] -0.5795240258 -1.886676e-01 -0.4643900702 1.0519888037 -1.347450e-02
## [911,] 1.1106208107 -1.843564e-01 0.6134651235 -0.3239866122 -5.961654e-02
## [912,] 0.4605170049 -1.749661e-01 -0.3293345016 0.4986292735 -1.124841e-02
## [913,] 0.3085160282 -1.605202e-01 -0.1865786108 0.3758157397 -1.638131e-02
## [914,] 0.3225222951 -2.119599e-02 -0.2191628349 0.3487074989 -1.858124e-02
## [915,] 0.6989146900 -4.735217e-02 -0.0219749709 -0.0142573572 -2.730461e-02
## [916,] 0.3763886491 -1.631374e-01 -0.1673638277 0.2934798748 -1.509722e-02
## [917,] 0.5157243292 -1.605724e-01 -0.2121112959 0.3622825335 -1.562158e-02
## [918,] 0.5174144876 -1.581158e-01 -0.2391763665 0.3318138254 -1.592374e-02
## [919,] 0.5455528871 -1.419631e-01 -0.1988755065 0.3300066555 -1.565179e-02
## [920,] 0.5530921249 -1.162240e-01 -0.2044359658 0.2800060470 -1.477153e-02
## [921,] 1.3910046960 4.020060e-02 0.1738852569 -0.2993868764 -1.064834e-02
## [922,] 0.5547523876 3.368684e-01 -0.2109131924 0.2694184647 -2.113763e-02
## [923,] 0.6134135591 -9.226431e-02 -0.1159850917 0.2296054300 -1.399888e-02
## [924,] 0.9968071608 -1.279011e-01 0.0257802097 -0.1816210809 -1.751429e-02
## [925,] 0.5867556441 3.155858e-02 -0.1426480782 0.1773387843 -1.354460e-02
## [926,] 0.5346065976 3.650662e-01 -0.1244467459 0.1913907098 -1.975669e-02
## [927,] 2.0730419778 5.707006e-02 -0.1689002285 0.3850404025 -1.812551e-02
## [928,] 1.8340149350 6.246703e-03 -0.1268880692 0.2846906169 -1.872641e-02
## [929,] 1.6439417164 -3.227879e-02 -0.0838170131 0.1958904446 -1.919410e-02
## [930,] 1.3676264623 -1.799639e-02 0.0756598733 -0.1359864969 -1.349410e-02
## [931,] 1.0928702489 -9.451719e-03 0.2806380853 -0.2925297819 -1.306884e-02
## [932,] 1.2156412536 1.739842e-02 0.3015621224 -0.2589572293 -1.313838e-02
## [933,] 2.0702979145 7.150083e-02 0.3578620660 -0.4852230945 -8.777079e-03
## [934,] 1.0575264260 -3.358398e-02 0.2872636045 -0.3260944134 -1.294734e-02
## [935,] 1.3097321409 -2.222626e-02 0.1562076741 -0.1883484075 -1.265029e-02
## [936,] 1.4304575446 1.456114e-01 0.1892490499 -0.1617995409 -1.331431e-02
## [937,] 1.4885258490 -5.032384e-02 0.2279291142 -0.4536563659 -1.827153e-02
## [938,] 1.1511262904 -4.291644e-02 0.1594186942 -0.2160007933 -1.057307e-02
## [939,] 0.9550044787 3.815991e-02 0.2529420260 -0.3017462355 -1.003813e-02
## [940,] 0.9707615653 -3.593692e-02 0.2382115893 -0.3228455604 -7.737739e-03
## [941,] 1.1640322667 2.174635e-02 0.2855621701 -0.1843196605 -6.469145e-03
## [942,] 0.3776975811 -2.203370e-01 -0.1684339457 0.3547173563 -5.302535e-02
## [943,] 0.1358669762 -1.460694e-01 -1.6634036772 -0.9957979755 -2.608244e-02
## [944,] 1.2057099209 -2.112295e-01 0.2947908945 -0.2853074529 -7.927921e-02
## [945,] 0.3778074785 -2.219701e-01 0.0038899310 0.2880637474 -5.958142e-02
## [946,] 0.9307365850 -5.137215e-02 0.2230748211 -0.0706763878 -6.483335e-02
## [947,] 0.9795800945 6.207166e-02 0.2277915000 -0.0379300644 -6.870913e-02
## [948,] 0.4267653516 -2.552281e-01 -0.1258180656 0.2181739342 -7.172608e-02
## [949,] 0.4481240660 -2.647648e-01 -0.0667250256 0.2582164352 -7.457194e-02
## [950,] 0.4232894980 1.530402e-02 1.5309783781 1.1580867818 -7.178741e-02
## [951,] 1.2732931849 -3.428637e-01 0.1295931675 -0.5322960119 -1.133192e-01
## [952,] 0.1638021195 -2.039873e-01 -1.6999084843 -1.1529471422 -6.683606e-02
## [953,] 0.3583065196 -2.963216e-01 -0.4025024310 0.0004581151 -9.619845e-02
## [954,] -0.7757115326 3.081120e-01 2.2388678987 0.9606397196 -4.694097e-04
## [955,] -0.7741916645 -6.158351e-02 0.2468969161 -0.1475841104 -8.388819e-03
## [956,] -0.6850063140 -6.165677e-02 0.2181857900 -0.0227368226 -1.014248e-02
## [957,] 0.3169524599 -7.340277e-02 -0.3440166893 0.7175215083 -1.121897e-02
## [958,] -0.8883276783 9.143405e-03 0.0952295879 -0.3257046012 4.099387e-04
## [959,] -0.8171327975 -3.916712e-02 -0.2800178771 -0.4548051015 -6.104210e-04
## [960,] -0.1176578108 -7.853790e-02 -0.8132170306 -0.0483399374 -1.787564e-03
## [961,] -0.1311756175 -5.434867e-02 -0.5749139132 0.0240267316 -1.837741e-03
## [962,] -0.2505773278 -4.909924e-02 -0.3438173941 -0.1091410334 -1.110679e-03
## [963,] -0.0123284323 -7.513187e-02 -0.1983298883 0.4269404145 -1.034451e-02
## [964,] -0.6495514830 -4.432064e-02 0.1215665334 -0.0544635152 -7.160733e-03
## [965,] -0.1964181161 -8.312328e-02 -0.1474999801 0.2252348804 -9.356620e-03
## [966,] 1.7338988098 -3.680247e-02 0.3778352582 -0.6852729617 -1.803288e-02
## [967,] 0.5903235195 2.903203e-01 0.0204609008 -0.7575449656 1.212061e-02
## [968,] 0.6068745924 2.829036e-01 0.0098317610 -0.7589686386 1.221502e-02
## [969,] 0.2391069615 -6.522564e-02 -0.3009171855 0.2222818200 -3.351931e-03
## [970,] 0.1763357278 1.090841e-01 -0.5217089080 -0.0885135016 4.501311e-03
## [971,] 0.2654864934 2.926088e-02 -0.2294461754 0.1284290425 2.274667e-03
## [972,] 0.3014799651 -6.412970e-02 -0.2410074788 0.2033520726 -1.896401e-03
## [973,] 0.3223426136 -5.521971e-02 -0.1693463603 0.2297099317 -2.179716e-03
## [974,] 0.3096390723 -2.645569e-02 -0.2057682759 0.1606320081 1.087500e-03
## [975,] 0.3856582261 1.203238e-01 0.5085693312 0.5527396393 3.180249e-03
## [976,] 0.5151392445 -1.343669e-01 -0.1564976144 0.3922555252 -1.493138e-02
## [977,] 0.7693003641 -1.492598e-01 -0.3423388422 0.5058306347 -1.538892e-02
## [978,] 0.7582318719 -1.485283e-01 -0.3463799780 0.5140255988 -1.472502e-02
## [979,] 0.5025007359 -1.098582e-01 -0.1216427412 0.1094321883 -7.241692e-03
## [980,] 1.1104208674 -2.162495e-03 0.4409448387 -0.5865619441 -1.322637e-03
## [981,] 1.2922589871 -1.832147e-02 0.2946361968 -0.4651891165 -1.690049e-03
## [982,] 0.2814955334 -1.133565e-01 0.0304763620 0.0185282825 -7.791070e-03
## [983,] 0.3838918747 -1.104264e-01 -0.0559886120 -0.0466907580 -5.529103e-03
## [984,] 0.3320433939 -1.026279e-01 0.0478646763 -0.0840727416 -4.597521e-03
## [985,] 0.3164347375 -9.465384e-02 0.0497968629 -0.1409308671 -3.331570e-03
## [986,] 0.3136689602 -9.946275e-02 0.0615123342 -0.1683652521 -3.324785e-03
## [987,] 0.2822806236 -3.252849e-02 0.1113489068 -0.1347419185 -4.224165e-03
## [988,] 0.2351205250 -4.173240e-02 0.0876611079 -0.2628057675 2.533917e-03
## [989,] 0.1479012979 -6.488888e-02 0.1947648322 -0.3136360310 7.674586e-04
## [990,] 0.1979827948 -4.449130e-02 0.1343887470 -0.3604566484 3.436402e-03
## [991,] -0.8084540535 -2.570847e-01 -0.1001046039 0.1927142578 2.093318e-02
## [992,] -0.4429081441 -2.527825e-01 0.0195937514 -0.1784973080 1.500089e-02
## [993,] -0.7524675453 -3.428943e-01 -0.1427032031 0.2126561106 1.853117e-02
## [994,] 1.2770513021 -1.608882e-01 0.3719344152 -0.7672959955 3.188789e-02
## [995,] 1.2647669978 -1.390125e-01 0.4590610678 -0.7533898815 3.489888e-02
## [996,] -0.0935071867 -3.395723e-01 -0.1149261571 -0.0244372367 1.168101e-02
## [997,] -0.6612031793 -3.338795e-01 -0.1314708638 0.1303939025 2.292573e-02
## [998,] -0.6692734312 -3.605354e-01 -0.0967727438 0.1215957522 1.882854e-02
## [999,] -0.3819220772 -3.837754e-01 -0.2962731778 0.2972657900 2.119939e-02
## [1000,] -0.3069717940 -3.806055e-01 -0.2904118484 0.3134456051 2.441451e-02
## [1001,] -0.3160510041 -3.915278e-01 -0.2721230458 0.2839671726 2.291147e-02
## [1002,] -0.3358076685 -3.983355e-01 -0.2356543214 0.2549594657 2.218862e-02
## [1003,] -0.5643290667 -4.151598e-01 -0.0617911679 0.1306475100 2.695476e-02
## [1004,] -0.5557836337 -4.312532e-01 -0.0709736272 0.0769185041 2.785944e-02
## [1005,] -0.5762835921 -4.508678e-01 -0.0647764757 0.0502244138 2.867729e-02
## [1006,] -0.2841687067 -2.148625e-01 -0.5831101384 1.0121761398 -1.145163e-02
## [1007,] 1.1293434455 -6.004641e-02 0.0412539025 0.0501583080 -1.548260e-03
## [1008,] -0.2674286265 -2.204500e-01 -0.5665654952 0.9746546516 -1.502309e-02
## [1009,] -0.2284348289 -2.106121e-01 -0.5512515362 0.9623581614 -1.433484e-02
## [1010,] -0.1155916618 -1.415520e-01 0.2284209255 -0.4789861305 -1.700162e-02
## [1011,] -0.5944757472 -1.288579e-01 -0.1744209863 0.2432673124 -1.737056e-03
## [1012,] -0.4712251811 -1.181043e-01 -0.1750321394 0.2440377368 3.254065e-03
## [1013,] 0.2564483715 -1.429363e-01 0.1482917620 -0.2085929759 -1.592347e-02
## [1014,] -0.4912823726 -1.536562e-01 -0.2948470948 0.5358939618 2.762570e-03
## [1015,] -0.3926896147 -1.255202e-01 -0.2402587684 0.5681049517 3.086070e-03
## [1016,] -0.3084079386 -1.282769e-01 -0.3068499319 0.7097339453 1.878351e-03
## [1017,] 0.9463981056 3.141816e-03 0.1683946295 -0.0483286967 7.805288e-03
## [1018,] -0.2814469506 -1.892203e-02 -0.2484420430 0.5106630432 5.508519e-04
## [1019,] -0.3935564107 7.975700e-01 -0.3474031124 0.4638567241 -1.455996e-02
## [1020,] -0.3725384341 -3.153429e-02 -0.2150536409 0.4419125576 1.831068e-04
## [1021,] 0.2820311235 -1.603965e-01 -0.3818277566 0.7165713999 -2.777223e-02
## [1022,] 2.0094627688 3.726666e-01 2.2843886765 0.6532506895 -9.692330e-03
## [1023,] 2.0800092210 3.944625e-01 2.3345207800 0.6137901283 -9.850978e-03
## [1024,] -0.5730077595 -1.016572e-01 -0.0076695785 0.0855963077 -6.151729e-03
## [1025,] -0.5838974665 2.652848e-01 1.8971771921 1.0808867413 3.037823e-03
## [1026,] -0.6159576080 -7.918812e-02 0.0275094306 0.0230731753 -3.960847e-03
## [1027,] -0.5336456496 -1.267350e-01 -0.0956080067 0.0997839075 -6.552756e-03
## [1028,] -0.4075273722 2.549741e-01 1.7603972172 1.2682665354 9.677927e-04
## [1029,] -0.2957326651 3.769162e-01 0.0364361734 -0.8408320858 2.379881e-02
## [1030,] -0.0614119868 -3.005840e-01 -0.4135678083 0.7217718252 -8.672601e-03
## [1031,] -0.0391167180 -2.888913e-01 -0.3962436126 0.6983823934 -8.430542e-03
## [1032,] -0.0624671003 -2.330089e-01 -0.3471518777 0.6454463447 -6.924616e-03
## [1033,] 0.2321899416 -2.062998e-01 -0.2232856227 0.3894431363 -1.395323e-02
## [1034,] 0.3167293428 -2.441097e-01 -0.2133663465 0.4050089548 -1.241826e-02
## [1035,] -0.0148048662 -2.222511e-01 -0.3542500381 0.6661668600 -3.654975e-03
## [1036,] -0.0192996293 -1.731078e-01 -0.3457601031 0.6915059474 -2.456748e-03
## [1037,] 1.3984085166 6.806247e-02 0.2253119022 -0.3041734762 3.788691e-03
## [1038,] -0.0306990560 -1.835363e-01 -0.3227307959 0.6472414809 1.666900e-03
## [1039,] -0.0117886183 -2.818608e-01 -0.2753435685 0.6398485404 -9.212652e-04
## [1040,] -0.0432546521 2.558407e-01 -0.3771251823 0.6584886464 -7.378412e-03
## [1041,] -0.0849179066 1.019239e+00 1.4681115797 1.6422735393 -7.735285e-04
## [1042,] 0.4217868968 2.292159e-01 -0.1667406595 0.2592943040 -1.280237e-02
## [1043,] -0.0449151535 -2.799232e-02 -0.1678147455 0.6898161757 6.059511e-03
## [1044,] 0.4000424987 5.278004e-01 0.9929369536 0.8782845691 -1.157686e-02
## [1045,] 0.0979403411 -2.872950e-01 -0.3215524926 0.6448094681 1.100574e-02
## [1046,] 1.0013372688 -3.229348e-01 0.2175206264 -0.4371540368 -2.104640e-02
## [1047,] 0.9828587518 -3.155354e-01 0.1326142383 -0.5166394656 -2.026538e-02
## [1048,] 1.6256107206 -2.495036e-01 0.3840191683 -0.8634885511 -2.242052e-02
## [1049,] 1.5643140836 -9.394118e-02 0.3960311848 -0.8473923936 -2.519300e-02
## [1050,] 1.7251079145 -2.948190e-01 0.5251600318 -0.9856966097 -3.248398e-02
## [1051,] 0.9619901837 -3.846520e-01 0.2193643090 -0.5722986979 -3.345972e-02
## [1052,] -0.1936523462 -3.522269e-01 -0.3315347723 0.5511838897 -8.648649e-03
## [1053,] -0.1642241588 -3.460767e-01 -0.3460781259 0.5091390985 -4.123727e-03
## [1054,] -0.2111627978 7.062420e-01 -0.5445364090 0.5150182209 -2.620665e-02
## [1055,] -0.2610848815 4.009943e-01 -0.5579418794 0.3759782505 -2.234084e-02
## [1056,] -0.3396488543 2.056179e+00 -0.8298686876 0.3838583846 -4.869534e-02
## [1057,] -0.1894001783 1.942124e-01 -0.2769078244 0.3781510832 -2.192397e-02
## [1058,] 0.9699394423 3.600638e-01 1.3400905460 -0.0590862973 -5.064425e-02
## [1059,] 1.0192247101 -3.316863e-01 0.0720866209 -0.2603740377 -1.032884e-02
## [1060,] 0.9180167298 -1.921439e-01 0.1392685230 -0.4473261355 -5.352476e-03
## [1061,] 0.9802556256 -3.884639e-02 0.7839838689 0.0169269886 -1.048078e-02
## [1062,] 1.2879346953 3.128431e-01 0.4448293754 -1.2700431817 3.177319e-02
## [1063,] 0.7516725643 -3.076484e-01 -1.8542975403 -2.0379899973 1.665486e-02
## [1064,] 0.2067383247 -2.824731e-01 -2.0693447302 -1.5373458822 3.252883e-02
## [1065,] 0.1722476994 -4.228784e-01 -0.2514299023 0.3332046254 -6.342012e-02
## [1066,] 0.4417720651 -3.219864e-01 -0.1656663287 0.0871260402 1.177348e-03
## [1067,] 1.0963818016 -3.289468e-01 0.3148857865 -0.3735910458 -1.679812e-02
## [1068,] 0.4691319448 -3.164628e-01 0.4446927693 0.4139816795 1.082426e-03
## [1069,] 0.4834344725 -1.397745e-01 1.1354655260 0.8138774911 -5.959507e-04
## [1070,] 0.4707173909 -5.212512e-02 1.7320050801 1.0876089925 1.030438e-02
## [1071,] 0.5157465254 3.070493e-02 -0.3886722244 0.7277459795 -3.187576e-03
## [1072,] 0.5544667795 6.176525e-02 -0.3823363965 0.6947789249 5.701489e-04
## [1073,] 0.5614284254 2.309541e-03 -0.3740192148 0.6393897834 -7.246619e-05
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## [1075,] -0.3855684775 3.341496e-01 0.0553852017 -0.2386866256 1.903776e-02
## [1076,] 0.9193397419 -2.029618e-02 0.0227903478 0.0599408243 8.000214e-04
## [1077,] 0.9082237621 2.241585e-02 0.0163137850 0.0405157351 -1.858745e-03
## [1078,] 0.6163024645 6.073848e-01 -0.0053071326 -0.6122263130 3.694567e-02
## [1079,] 0.9729622681 7.842280e-02 0.0271982998 0.0575130657 3.611757e-03
## [1080,] 0.9260116835 -6.630855e-02 0.0731300530 -0.0067333262 4.296455e-03
## [1081,] 0.9377453748 -1.154242e-01 0.1587115883 0.1044452294 3.524090e-03
## [1082,] 0.9037977990 7.813544e-02 0.0218476809 -0.0067424602 4.911005e-03
## [1083,] 0.8678102615 -3.422374e-03 0.0185676277 -0.0097734797 4.863536e-03
## [1084,] 1.4619746214 1.421966e-01 0.7711813430 -0.1337007036 -1.488422e-02
## [1085,] 1.3821598334 4.564907e-01 1.1016285920 -0.0334725114 -1.092424e-02
## [1086,] 0.4996280848 1.193803e+00 -0.5895234230 -0.7644044797 2.110238e-02
## [1087,] 1.3591167620 1.308071e+00 1.8820335288 0.4249944018 -1.509021e-02
## [1088,] 0.1265013271 -2.994863e-01 -0.7156714780 0.9923503482 -2.784876e-02
## [1089,] 0.0111926843 3.935884e-01 1.1698049357 0.2563119728 -7.825911e-03
## [1090,] 1.4271939407 5.818425e-01 3.1162551155 -0.2048068692 1.753190e-02
## [1091,] -0.8308800325 1.714287e-01 2.1755374108 0.8569925805 1.954336e-03
## [1092,] -0.1034663996 -8.869370e-02 -0.1535413847 0.4226950323 -1.083844e-02
## [1093,] -0.1955755070 -1.066549e-01 -0.1534694872 0.4047085295 -1.025125e-02
## [1094,] -0.1889682050 -1.040045e-01 -0.1343144312 0.3779171389 -9.992728e-03
## [1095,] 1.2049210157 2.761095e-03 0.4450331290 -0.5708751599 2.993948e-03
## [1096,] 1.2102174123 1.032951e-02 0.4524596880 -0.5674439237 3.800771e-03
## [1097,] -0.2108379068 -1.378500e-01 -0.1590548208 0.3704883697 -4.472713e-03
## [1098,] -0.2347785561 -1.216643e-01 -0.1530788464 0.3013281631 -2.251914e-03
## [1099,] -0.2685113364 -9.893538e-02 -0.1331416667 0.2362167586 -3.819165e-03
## [1100,] 0.1633940690 -8.869529e-02 0.1249456391 -0.2697517101 -1.489635e-02
## [1101,] -0.3536843127 -7.489205e-02 -0.1400379946 0.2361650908 5.041795e-04
## [1102,] -0.6720401427 4.408651e-02 -1.7939617534 -1.3770207495 3.660243e-02
## [1103,] -0.3924318861 -6.918949e-02 -0.0981497841 0.1486984408 3.329258e-03
## [1104,] -0.3680862967 -7.342434e-02 -0.1159355868 0.1584113267 3.053780e-03
## [1105,] -0.3386424886 -9.527113e-02 -0.0672422624 0.1911565570 9.958909e-04
## [1106,] -0.3317132053 -6.685530e-02 -0.0448820153 0.1277696667 3.215017e-03
## [1107,] 0.5745884919 -1.283759e-01 -0.1141711682 0.0429519225 -8.543903e-02
## [1108,] 0.5474195243 -1.043774e-01 -0.3572654565 -0.1645915447 -8.529385e-02
## [1109,] 0.6130140055 -2.143862e-01 -0.0796252209 0.0976574025 -9.358142e-02
## [1110,] 0.3754034369 -1.115266e-01 -1.7574745332 -1.3436998028 -7.574642e-02
## [1111,] 0.5763758147 7.024382e-02 1.5291005341 1.0208425398 -1.023553e-01
## [1112,] 0.5752361535 -1.669365e-01 -0.0833428741 0.1465444191 -1.180122e-01
## [1113,] -0.5511983595 -2.319149e+00 -0.7492232159 0.6127351599 -3.881507e-01
## [1114,] -1.6257781361 1.626643e+00 -0.7576325031 -0.3292618957 -4.460663e-01
## [1115,] -1.4288073546 -2.350560e+00 -0.1445722485 -0.5940989124 -4.012005e-01
## [1116,] -1.4687704325 -1.361089e+00 -0.2286685942 -0.5033711626 -4.340322e-01
## [1117,] -1.4156773701 -2.316455e+00 0.0023042477 -0.5067797081 -4.394729e-01
## [1118,] -1.3312350410 -3.030348e+00 0.1071506978 -0.5117913539 -4.636471e-01
## [1119,] -1.6246727667 -2.193963e+00 -0.9294944207 -1.4389709331 -4.666763e-01
## [1120,] -0.8341475929 -2.844832e+00 0.5610034772 -0.8952584571 -4.988733e-01
## [1121,] -1.5246060038 -3.064513e+00 0.5050904041 -0.5269943125 -5.228429e-01
## [1122,] -0.8388068161 6.279698e+00 -0.1860438801 -1.0197695015 -7.295455e-01
## [1123,] 0.2374040750 -1.880726e+00 -0.2958052430 0.1360532425 1.933570e-01
## [1124,] 0.2148130775 -1.283110e+00 -0.3816785271 0.1534072914 1.839010e-01
## [1125,] 0.2345726188 -1.363227e+00 -0.3659049440 0.1426217237 1.827749e-01
## [1126,] 0.2986092472 -1.687632e+00 -0.2793613077 0.1553791372 1.858954e-01
## [1127,] 0.3147609960 -1.737543e+00 -0.2865161908 0.1902799424 1.804580e-01
## [1128,] 0.0670798372 -1.932701e+00 -1.9295728639 -1.3372479610 2.120082e-01
## [1129,] 0.6718868011 -1.774016e+00 -1.3652732348 -1.5482752843 2.053483e-01
## [1130,] 0.9200363722 -1.736873e+00 -0.0008996840 -0.2631376094 1.698004e-01
## [1131,] 0.3582260914 -1.393461e+00 -0.3340186608 0.1295861572 1.510042e-01
## [1132,] 0.9509724625 -1.494776e+00 1.6830134293 0.5370602425 1.391614e-01
## [1133,] 0.3074314939 -1.631140e+00 -0.2761049846 0.0171135635 1.428006e-01
## [1134,] 0.3271135466 -1.598237e+00 -0.1353000484 0.1233742189 1.312498e-01
## [1135,] -0.4189126981 3.783395e-01 -0.2871465865 -0.5128071401 3.717237e-02
## [1136,] -0.1578123128 3.212253e-01 1.5149349255 0.9416177300 1.110686e-02
## [1137,] -0.2950778105 -4.479010e-02 0.2781927105 -0.4963003601 -7.438595e-03
## [1138,] -0.6213629944 -4.234823e-02 0.2002702495 -0.1621496156 2.261196e-04
## [1139,] -0.2205863759 -7.007941e-02 -0.0657330120 0.0056551251 -5.988350e-03
## [1140,] -0.3244485910 -3.794882e-02 -0.0906808235 -0.1024528634 -1.377948e-03
## [1141,] -0.3710716973 -5.935703e-02 -0.0805570438 -0.1177908089 -2.308600e-03
## [1142,] -0.5701592931 -5.207434e-02 0.0467078838 -0.2475936047 -2.661557e-03
## [1143,] -0.2566958789 -7.331265e-02 0.1847229296 0.1495217961 -8.797586e-03
## [1144,] 1.2155563322 8.938508e-02 0.4832452684 -1.0361300019 3.455235e-03
## [1145,] -0.1414241345 -4.570069e-02 -0.0339358251 -0.1103247132 -6.260067e-03
## [1146,] -0.3054226111 -8.410238e-02 0.0314380743 -0.1599798806 -7.991971e-03
## [1147,] -0.2177416425 -6.922877e-02 0.1509867827 -0.0900043446 -9.065187e-03
## [1148,] -0.2449941042 -7.820500e-02 0.0646717744 -0.1966220215 -2.062844e-03
## [1149,] -0.5358584713 1.129482e-01 -0.7127223910 0.7633843120 7.298262e-03
## [1150,] -0.7309996710 -3.033558e-02 -2.0978211022 -0.5238978736 3.125121e-02
## [1151,] -0.4704791067 -8.962874e-02 -0.2458971883 1.0493684656 5.236030e-03
## [1152,] -0.5563160589 -4.855058e-02 -0.4027446940 0.6964161933 1.223179e-02
## [1153,] -0.5598594972 -2.572321e-02 -0.1088267070 0.8816905198 7.492259e-03
## [1154,] -0.5115307835 -7.312178e-02 -0.1667215717 0.8873221897 1.025811e-02
## [1155,] 0.3902241819 -4.596043e-02 0.2942688731 0.2073080013 -9.477777e-03
## [1156,] -0.4801600632 -3.893737e-02 -0.2247397840 0.8202890408 1.396384e-02
## [1157,] -0.3814496178 -3.968717e-02 -0.5526847082 0.6048502817 1.583658e-02
## [1158,] 0.4492501640 1.075168e-01 -0.0882021071 -0.1890644828 -8.310553e-03
## [1159,] 0.8718210500 5.613726e-01 1.3167266717 0.5667175946 2.894083e-02
## [1160,] -0.3677740450 3.409504e-01 -0.6101405658 0.5917385982 1.521895e-02
## [1161,] -0.4316900553 1.812300e+00 0.4883093956 1.2684785191 5.870073e-03
## [1162,] -0.4163521176 4.046346e-01 -0.6450451386 0.4674784086 2.075990e-02
## [1163,] -0.5927191821 6.179828e-01 -0.7123394002 0.4610428267 1.627030e-02
## [1164,] 0.3448938808 -3.476347e-02 -0.4799191438 0.6444168272 -5.166632e-03
## [1165,] -0.8287588809 -1.030204e-01 -2.0707909495 -1.6207667625 3.024673e-02
## [1166,] -0.6214980165 -1.838220e-01 -0.2563520285 -0.1569417011 3.455835e-03
## [1167,] 0.2626150139 -1.839060e-03 0.1351183463 -0.5650989177 -3.384634e-03
## [1168,] -0.1980566833 -9.372361e-05 -0.0199885553 -0.1863277966 7.483387e-03
## [1169,] -0.2662714522 2.860857e-02 0.0389154990 -0.2485442552 9.354402e-03
## [1170,] -0.3919335257 -1.447715e-02 0.1091333801 -0.3059503083 4.653126e-03
## [1171,] -0.2747271058 -5.552615e-02 0.2509540338 0.0222808025 -5.022306e-04
## [1172,] -0.3323911879 -7.770104e-02 0.2496123923 -0.0518465065 -1.741421e-03
## [1173,] -0.3827250606 -5.983476e-02 0.2709637011 -0.2062578930 1.179323e-03
## [1174,] -0.4184674009 2.908379e-01 2.1140956835 0.7825883980 1.040262e-02
## [1175,] -0.4054565004 -3.684190e-02 0.1645628894 -0.3741240121 1.207816e-02
## [1176,] 0.0996244272 -1.936431e-01 -0.8585668872 0.6384838985 -9.541421e-03
## [1177,] -0.4294117149 -1.448577e-01 -0.6347493661 -0.2514184488 9.225815e-04
## [1178,] -0.3404466748 -2.031348e-01 -0.2572500145 0.1575068626 -2.437144e-03
## [1179,] -0.3641637537 -1.884733e-01 -0.2310359820 0.1618529258 -5.539340e-03
## [1180,] -0.1192804022 -1.866919e-01 0.0717420172 -0.2859475931 -9.832505e-03
## [1181,] 0.0552011074 -1.930138e-01 -0.0261343914 -0.2089890824 -1.429092e-02
## [1182,] 0.9035355499 -3.835004e-02 0.5518840239 -0.9045068553 7.021477e-03
## [1183,] 1.1179035608 -5.382653e-02 0.4268951852 -0.7758187326 8.548846e-04
## [1184,] -0.3096238623 -2.194602e-01 -0.1747548236 0.1458964255 -2.965605e-03
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## [1186,] -0.3947346072 -1.991519e-01 -0.4168124556 -0.1029337309 2.696310e-03
## [1187,] -0.4428150187 -8.925213e-02 0.6482579712 0.4352703295 2.703505e-03
## [1188,] -0.3499081623 4.787438e+00 -0.3946684635 0.0138030876 -4.715981e-02
## [1189,] -0.0257181581 -7.323571e-02 -0.0060078930 -0.3857356255 2.946774e-02
## [1190,] 0.0316409608 -1.975901e-01 0.1281375534 -0.3365267247 2.802732e-02
## [1191,] 0.0047412653 2.256416e-01 0.0645972456 -0.3274432102 2.296167e-02
## [1192,] 0.0050952279 2.604126e-01 0.0887931828 -0.3809902458 2.461595e-02
## [1193,] 0.1046705904 -2.071398e-01 0.1378032568 -0.2950514783 2.428717e-02
## [1194,] 0.1739564550 -3.267021e-01 0.1977150598 -0.2220850186 2.047313e-02
## [1195,] 0.1420401160 -3.235410e-01 0.1206533861 -0.3065532449 2.459009e-02
## [1196,] 0.7308581749 -2.675202e-01 0.6322756832 -0.5210341703 2.700133e-02
## [1197,] 0.4322995928 -5.784170e-02 -0.5696427927 -1.8250069868 6.251252e-02
## [1198,] 0.0556851164 3.111902e-02 1.0071644872 0.0788290623 2.400499e-02
## [1199,] 0.0271933675 6.461788e-01 0.8224561028 0.0500905475 1.454604e-02
## [1200,] -0.0038408072 3.845938e-01 0.9040870628 -0.0022640327 2.085045e-02
## [1201,] 0.0240973983 4.090961e-01 0.8088881539 -0.0715293382 2.083356e-02
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## [1203,] -0.8365296343 -1.147546e-01 0.3446348110 -0.8810522969 -2.610389e-03
## [1204,] 0.7557827774 9.491757e-02 1.2293473830 -2.1501659355 1.037854e-02
## [1205,] -1.1575825368 -9.563111e-02 0.2186213402 -0.6078897843 6.958361e-03
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## [1289,] -0.3961434536 -1.771720e-01 -0.0825971930 0.3149143529 -2.328133e-02
## [1290,] 1.5364003350 6.654974e-02 0.2250837842 -0.1076162146 -2.306514e-03
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## [1300,] 0.2925420592 4.755644e-01 2.5787418057 0.7876198595 1.761239e-02
## [1301,] 0.3103327562 3.573857e-01 1.6799839013 0.1285536992 1.831214e-02
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## [1304,] 1.1618440765 -1.884379e-01 -0.0044843565 -0.4999432035 -2.662167e-02
## [1305,] 1.1195875304 -1.998548e-01 0.0943968956 -0.3392679456 -3.527106e-02
## [1306,] 0.4918738132 -1.265862e-01 -0.4047893585 -0.0652327754 -1.350245e-02
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## [1308,] 1.1074589518 -1.025613e-01 0.1329204363 -0.1784351359 -1.449466e-02
## [1309,] 1.7923112833 -1.537469e-01 0.4232431052 -0.6972649132 -4.282780e-02
## [1310,] 0.5588142030 -1.677721e-01 -0.0797155557 0.2288634669 -2.898341e-02
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## [1313,] -1.3435004448 -2.050923e-01 0.0985609419 -0.4228945411 3.472428e-04
## [1314,] -1.0759066933 -2.251411e-01 0.0394797586 -0.1989896969 -1.326598e-03
## [1315,] -0.6559503174 -3.180227e-02 0.0570025902 -0.3824547598 4.659003e-03
## [1316,] -0.6149004810 8.800070e-03 0.1256268069 -0.3261176466 4.519962e-03
## [1317,] -1.0902043550 -1.768346e-01 0.0372950508 -0.4025767037 3.470686e-03
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## [1322,] -0.6874761182 9.759950e-02 1.0189573147 -0.0107569774 7.721040e-03
## [1323,] -0.5028029694 -3.277957e-02 0.2562140558 -0.0890720417 9.600948e-04
## [1324,] 0.7703469306 -1.982301e-01 -0.0819391112 0.1008093678 -2.788675e-02
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## [1328,] 0.2143565423 -1.252620e-01 0.4480141436 -0.8516559836 -1.234983e-02
## [1329,] -0.1762531902 -1.496148e-01 0.0836692904 -0.2078217477 -2.380148e-03
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## [1332,] 0.4949935047 4.710718e-03 0.7174429715 -1.2118229488 1.146839e-02
## [1333,] 0.5287171407 8.912987e-03 0.7259942778 -1.1971777488 1.104860e-02
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## [1339,] 0.0539368156 1.137699e-01 -0.3377464182 0.9516267650 1.886995e-02
## [1340,] 1.4534169421 -5.034060e-02 0.2670794055 -0.1285160671 -2.322988e-02
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## [1430,] 0.0283801559 1.248146e-01 0.7825417823 0.2907840422 -5.617152e-03
## [1431,] 2.8653089921 3.265271e-02 -0.9483860284 2.1387933382 -8.596674e-03
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## [1614,] -0.0937845879 -2.732645e-03 -0.3212996057 0.4430665421 -1.470457e-03
## [1615,] -0.1482762810 -1.768459e-02 -0.3158873586 0.4240606392 -1.455311e-03
## [1616,] -0.1869465550 -1.271193e-02 -0.2644683466 0.3804630095 -1.663845e-04
## [1617,] -0.1595263817 2.312577e-01 1.0550865382 1.1219364349 5.058711e-03
## [1618,] -0.2104335512 1.171843e-02 -0.1228806641 0.3865023364 5.624130e-04
## [1619,] -0.1058025734 -1.589682e-03 -0.2381938167 0.4223141495 4.059991e-04
## [1620,] -0.0774968230 -1.919013e-03 -0.2757872475 0.3955400131 7.619037e-04
## [1621,] -0.1841786651 2.036308e-02 -0.2043951756 0.2776702188 1.905902e-03
## [1622,] -0.1708894736 -9.418109e-03 -0.2893883932 0.2626917854 1.898931e-03
## [1623,] -0.1374674927 -2.994435e-02 -0.3553804763 0.2730165605 1.415174e-03
## [1624,] 0.3365083065 2.365969e-01 1.3774503307 0.5320234270 -5.169512e-03
## [1625,] 0.2300293368 -1.852495e-01 -0.4958003984 0.3879172473 -3.361469e-03
## [1626,] -0.0924961486 -1.268652e-01 -0.2313697213 0.0682844538 7.116481e-03
## [1627,] -0.3526674206 2.002197e-02 -1.8584879956 -1.2566195354 2.847708e-02
## [1628,] -0.2342168408 9.587355e-01 -0.3192615601 0.3748255144 -2.036377e-02
## [1629,] 0.1032166391 1.305964e+00 -1.9275123194 -1.5735498211 8.387300e-03
## [1630,] 0.5127919301 -1.646529e-01 0.0420325161 0.0019045056 -1.002925e-02
## [1631,] 0.7460132827 -1.188578e-01 -1.5806943418 -2.1485631411 -1.246604e-02
## [1632,] -0.5227282362 2.001972e-01 1.2920435577 1.4536615649 4.021966e-03
## [1633,] -0.5331752900 -9.378743e-02 -0.2875871513 0.7242381044 7.662683e-04
## [1634,] -0.4991789065 -1.074565e-01 -0.3026989582 0.8142973299 -2.982769e-03
## [1635,] -0.7574001135 -1.266587e-01 0.0567875505 0.0417306227 1.043067e-02
## [1636,] 0.0687046334 -5.041362e-02 0.3718765261 -0.4207977782 1.999237e-02
## [1637,] 0.0267720974 -7.365947e-02 0.2448689609 -0.3203047221 1.450658e-02
## [1638,] -0.9627494784 -1.708638e-01 -0.1556389878 0.3270477281 1.140442e-02
## [1639,] -1.2108731245 1.001681e+00 1.4737480856 1.6389699634 7.995493e-03
## [1640,] -1.3226787106 5.696478e-03 -0.4874868023 0.5911539753 2.731645e-02
## [1641,] -1.3967363569 -1.209967e-01 -0.5511695076 0.9456203120 2.259379e-02
## [1642,] 0.4044897236 -1.207541e-01 0.2875666898 -0.6514477194 -2.945661e-02
## [1643,] 0.5767387000 -7.930048e-02 0.4882412124 -0.9022807969 -3.293984e-02
## [1644,] -1.6386411108 2.649639e-02 -0.4888362157 1.0845867617 3.580470e-02
## [1645,] -1.6343532146 7.555009e-03 -0.5711448681 0.9820209236 3.665607e-02
## [1646,] -1.8213074678 4.121504e-01 -0.5833391426 0.5276524439 6.031217e-02
## [1647,] 0.5023375341 -3.415867e-02 0.3762824545 -0.7599659274 -2.406653e-02
## [1648,] -1.2497853086 -2.669739e-02 -0.6933839868 1.2952328295 2.378261e-02
## [1649,] -1.1099648727 6.408667e-02 -0.6745992808 1.2457265355 1.419379e-02
plot(expect_pca$x,xlim=xlim,ylim=xlim)
expect_pca$rotation[,1]
## Adult Mortality infant deaths Alcohol
## -0.1834960 -0.4770872 0.2532057
## percentage expenditure Hepatitis B Measles
## 0.2140378 0.2649221 -0.3365688
## BMI under-five deaths Polio
## 0.3179295 -0.4789776 0.2639952
## Total expenditure
## 0.2124554
expect_pca$rotation
## PC1 PC2 PC3 PC4
## Adult Mortality -0.1834960 0.3703644 -0.01041610 0.62257953
## infant deaths -0.4770872 -0.3712794 -0.08404310 0.05506979
## Alcohol 0.2532057 -0.4167450 0.18255591 0.23580006
## percentage expenditure 0.2140378 -0.3834422 0.34580661 0.12594468
## Hepatitis B 0.2649221 -0.0567973 -0.65426151 0.10496091
## Measles -0.3365688 -0.3228056 -0.15791130 -0.01068973
## BMI 0.3179295 -0.2877457 0.15671493 -0.31360244
## under-five deaths -0.4789776 -0.3625045 -0.07115429 0.06951117
## Polio 0.2639952 -0.2314229 -0.58308223 0.06789989
## Total expenditure 0.2124554 -0.1705419 0.13159750 0.64728553
## PC5 PC6 PC7 PC8
## Adult Mortality -0.351776663 -0.410661325 0.006840613 -0.17821310
## infant deaths 0.055199591 -0.040233504 -0.339430463 -0.02641364
## Alcohol -0.389050398 -0.378992608 0.034806248 0.28550238
## percentage expenditure -0.416255561 0.513983441 -0.027196893 -0.37429860
## Hepatitis B -0.009123371 0.001912539 -0.113222919 -0.60601595
## Measles 0.016614222 -0.057324250 0.856638622 -0.13336166
## BMI 0.235921412 -0.627446408 -0.068997207 -0.27042754
## under-five deaths 0.046955972 -0.048132459 -0.357483845 -0.02482776
## Polio -0.152691104 0.078832447 -0.023914423 0.53310198
## Total expenditure 0.683403002 0.128117745 0.054887611 0.05427242
## PC9 PC10
## Adult Mortality 0.342255320 0.0105228852
## infant deaths 0.022933151 0.7094653595
## Alcohol -0.543580842 0.0091310487
## percentage expenditure 0.305660217 -0.0008370615
## Hepatitis B -0.327638935 -0.0025471263
## Measles 0.045680114 -0.0142794538
## BMI 0.407383227 -0.0040672777
## under-five deaths 0.013252633 -0.7043918640
## Polio 0.466677391 -0.0082532569
## Total expenditure 0.008282982 0.0010715226
#plot(expect[,-1])
expect_pca$x
## PC1 PC2 PC3 PC4 PC5
## [1,] -1.855758e+00 1.687076e+00 1.9961174531 8.220404e-01 1.3024727289
## [2,] -1.287598e+00 1.195032e+00 0.7268568231 1.023380e+00 0.9275501459
## [3,] -1.242828e+00 1.140718e+00 0.5634953685 1.024869e+00 0.8889705885
## [4,] -1.232518e+00 9.780635e-01 0.3352394283 1.190818e+00 0.9578387440
## [5,] -1.317148e+00 1.021655e+00 0.2224420302 1.033509e+00 0.7635540456
## [6,] -1.235920e+00 9.637792e-01 0.4233389718 1.431254e+00 1.1399104699
## [7,] -1.348377e+00 9.572030e-01 0.5643788429 1.490197e+00 1.2245658806
## [8,] -1.427810e+00 1.077474e+00 0.4567666417 1.231600e+00 0.8764551724
## [9,] -1.621394e+00 1.245731e+00 0.4131638049 8.227747e-01 0.3851755503
## [10,] -1.656870e+00 1.208026e+00 0.5392559994 1.019067e+00 0.6216314742
## [11,] -1.510240e+00 1.124020e+00 0.5629424146 1.373170e+00 1.0082246340
## [12,] -2.108556e+00 1.686133e+00 1.9291730520 1.262237e+00 1.3815223239
## [13,] -1.730621e+00 1.315864e+00 1.0363174785 1.387264e+00 1.1390003021
## [14,] -1.536128e+00 5.326781e-01 1.1261776883 -3.756624e-01 1.6751218515
## [15,] -2.229513e+00 1.273666e+00 1.0512977559 1.182798e+00 0.8225559888
## [16,] -2.271611e+00 1.451616e+00 1.4167293464 1.291576e+00 0.9941587983
## [17,] 1.144366e+00 -4.386693e-01 -0.7242171960 -6.947154e-01 0.4441739732
## [18,] 1.194106e+00 -6.074743e-01 -0.6723999363 -1.051102e+00 0.5852786730
## [19,] 1.089299e+00 -3.951852e-01 -0.7366403518 -7.024226e-01 0.2663813331
## [20,] 1.089974e+00 -4.094601e-01 -0.7329132474 -6.801691e-01 0.1992865085
## [21,] 1.103682e+00 -4.320160e-01 -0.7168022820 -6.101368e-01 0.1929752497
## [22,] 9.951368e-01 -2.910948e-01 -0.8267563499 -7.197759e-01 0.1676670294
## [23,] 1.071376e+00 -4.194679e-01 -0.6723652423 -5.357420e-01 0.1772956943
## [24,] 1.168976e+00 -6.043220e-01 -0.7883430366 -9.717871e-01 0.5268878676
## [25,] 1.150529e+00 -5.790558e-01 -0.7599959995 -8.591987e-01 0.5663645598
## [26,] 2.122967e-01 4.267173e-01 -1.1120469796 2.250874e-01 -0.2591957865
## [27,] 1.064604e+00 -4.708718e-01 -0.7414978844 -8.261712e-01 0.5893417184
## [28,] 1.076421e+00 -4.605785e-01 -0.7760472119 -7.423805e-01 0.6556655263
## [29,] 9.753023e-01 -3.491830e-01 -0.7653387409 -7.931854e-01 0.6888852352
## [30,] 9.432516e-01 -3.157051e-01 -0.7795717272 -8.111975e-01 0.7206739951
## [31,] 9.223535e-01 -3.250292e-01 -0.7559308569 -8.595189e-01 0.5821302765
## [32,] 8.755607e-01 -2.972212e-01 -0.7864327812 -8.208905e-01 0.7149774972
## [33,] 7.867060e-01 -2.457832e-01 -0.7345937648 -9.729991e-01 1.5472989195
## [34,] 7.026660e-01 -8.454693e-02 -0.6381310840 -4.119859e-01 1.0565275208
## [35,] 6.027486e-01 -8.606594e-03 -0.6947723610 -6.569916e-01 0.7340369663
## [36,] 4.869847e-01 9.688838e-02 -0.7676214295 -8.732134e-01 0.4807621134
## [37,] 4.330437e-01 1.631151e-01 -0.8065578721 -9.007339e-01 0.4378070205
## [38,] 4.098797e-01 2.028277e-01 -0.7624827899 -8.065522e-01 0.5049733298
## [39,] 1.838783e-01 4.075282e-01 -0.7727222431 -1.145241e+00 0.2316664267
## [40,] -1.369393e+00 1.214186e+00 0.9147231147 -8.152096e-01 -0.4942748248
## [41,] -7.611112e-01 6.074498e-01 1.2345121024 -1.641672e+00 -0.0924432470
## [42,] -1.610557e-01 5.527700e-01 -0.5808636359 -1.368309e+00 -0.0778883714
## [43,] -2.750876e-02 1.334331e-01 -0.4337722692 -1.876312e+00 0.3113279870
## [44,] -1.559163e+00 3.655360e-01 0.3465614787 4.876234e-01 -1.5232662453
## [45,] -1.295213e+00 4.137559e-01 0.1279042482 8.430042e-01 -1.2493575061
## [46,] -1.179895e+00 4.718288e-01 0.0202774391 6.449515e-01 -1.6734610255
## [47,] -1.178921e+00 6.074337e-01 0.1807358817 6.669613e-01 -1.6303300635
## [48,] -1.380452e+00 8.190174e-01 -0.3240333336 1.015152e+00 -1.8777227600
## [49,] -1.523433e+00 7.284919e-01 0.6844543363 8.721459e-01 -1.1847450263
## [50,] -1.413475e+00 7.871558e-01 0.4387069593 7.924472e-01 -1.3859384946
## [51,] -1.415612e+00 7.727660e-01 -0.0152604313 6.933181e-01 -1.5203254472
## [52,] 1.111564e+00 -6.910191e-01 -0.2180506040 -6.881714e-01 -0.3688492649
## [53,] 1.239111e+00 -8.383670e-01 -0.3474586357 -5.642401e-01 -0.4370359526
## [54,] 1.390917e+00 -1.193890e+00 -0.2263037083 -1.025522e+00 -0.1178189027
## [55,] 5.353662e-01 -4.439211e-01 -0.4021452164 2.985179e-02 -0.5885673628
## [56,] 1.185684e+00 -6.987148e-01 -0.3367620581 -1.632561e-01 0.2331354980
## [57,] 1.451059e+00 -1.057911e+00 -0.0857654181 2.783881e-01 0.2155125125
## [58,] 4.440740e-01 -7.693519e-01 2.1105888061 -3.368497e-01 -0.0407001204
## [59,] 1.121010e+00 -7.963259e-01 0.1334871800 -9.103768e-02 -0.0229686126
## [60,] 1.075809e+00 -7.360018e-01 0.1184410543 -7.753254e-02 0.1077325838
## [61,] 1.039455e+00 -5.683751e-01 -0.2367152891 -6.948328e-02 0.3551789857
## [62,] 1.158453e+00 -9.852450e-01 0.1772142231 -6.194842e-01 0.5376532125
## [63,] 9.749041e-01 -5.928018e-01 0.2106844500 3.263524e-01 0.7260262039
## [64,] 9.461053e-01 -6.746010e-01 0.5048482803 3.755753e-01 0.6365816360
## [65,] 8.637056e-01 -3.170554e-01 -0.6260269848 -1.449894e+00 0.2330322282
## [66,] 7.177999e-01 1.876441e-02 -0.7232410584 -8.629623e-01 -0.0594246359
## [67,] 7.089709e-01 1.936839e-02 -0.7289840437 -8.760064e-01 -0.0913987201
## [68,] 6.272771e-01 8.954477e-02 -0.7727119155 -1.036111e+00 -0.3644606281
## [69,] 6.826134e-01 4.418783e-02 -0.7052956503 -7.643806e-01 -0.1359007883
## [70,] -1.114999e-01 7.783402e-01 -1.0064989039 -4.763656e-02 -0.6508070465
## [71,] -1.111305e-01 5.621886e-01 -0.9028118307 -9.000065e-01 -0.4668419692
## [72,] -5.176946e-01 1.065383e+00 1.7118273048 -1.137875e+00 0.4324980126
## [73,] 3.518460e-01 2.407303e-01 -0.0862881576 -7.866648e-01 -0.0955131216
## [74,] 5.227166e-01 6.011187e-02 -0.5796121399 -5.474535e-01 0.1048660671
## [75,] 5.568582e-01 6.686222e-02 -0.5909339475 -5.122170e-01 0.2049490655
## [76,] 6.099655e-01 1.946509e-01 -0.7443232731 -5.135899e-01 0.2862424498
## [77,] 5.638393e-01 2.208930e-01 -0.7032252527 -5.684858e-01 0.2405006511
## [78,] 3.797259e-01 2.457910e-01 -0.1411308515 -4.628215e-01 0.3785951310
## [79,] 2.472935e-01 2.735333e-01 0.2564942474 -4.253039e-01 0.4770146382
## [80,] 3.093964e+00 -3.733847e+00 2.1978790970 7.920618e-01 -1.1551894465
## [81,] 3.120062e+00 -3.768955e+00 2.4109679632 1.133606e+00 -1.5719811172
## [82,] 3.130045e+00 -3.785513e+00 2.3837340356 1.152466e+00 -1.5954374882
## [83,] 3.041629e+00 -3.630017e+00 2.2132275389 1.094627e+00 -1.5097858758
## [84,] 2.793174e+00 -3.178692e+00 1.8061737664 9.694441e-01 -1.0406394090
## [85,] 2.628502e+00 -2.832318e+00 1.4372497554 9.638285e-01 -0.5703024088
## [86,] 2.731321e+00 -3.084565e+00 1.6693133050 8.757565e-01 -1.1291943836
## [87,] 1.754330e+00 -1.367229e+00 0.1345868276 2.510724e-01 0.6271646768
## [88,] 2.384178e+00 -2.491329e+00 1.1362723046 6.176968e-01 -0.6243983165
## [89,] 1.687716e+00 -1.255104e+00 0.0269893508 2.172705e-01 0.6828224154
## [90,] 7.903085e-01 -4.169474e-01 -0.4189530407 1.101037e+00 0.1027901616
## [91,] 1.156409e+00 -1.104278e+00 0.2044447106 1.289734e+00 -0.7636675666
## [92,] 1.548349e+00 -1.042252e+00 -0.1179230318 1.952693e-01 0.7959621869
## [93,] 1.838312e+00 -1.628710e+00 0.4941268368 3.462889e-01 0.0439617225
## [94,] 3.053646e+00 -3.365792e+00 1.5365885882 1.762678e+00 -0.6231259807
## [95,] 1.937458e+00 -1.454099e+00 0.0386327252 1.119026e+00 1.3683684012
## [96,] 2.929146e+00 -3.335843e+00 1.7462211332 1.394218e+00 -0.3210859572
## [97,] 1.939960e+00 -2.476926e+00 1.4308526456 -8.758818e-01 -3.3048417485
## [98,] 2.616489e+00 -2.931356e+00 1.9456084460 1.661643e+00 -0.3566134759
## [99,] 2.567559e+00 -2.936611e+00 2.1848952421 1.662086e+00 -0.4126847499
## [100,] 1.739169e+00 -2.366376e+00 1.7119162622 -9.742502e-01 -3.3983834517
## [101,] 1.795570e+00 -2.417404e+00 1.4562957035 -1.379199e+00 -3.1289626438
## [102,] 7.270394e-01 -5.459504e-01 0.0904315597 -1.571376e+00 -1.5836164324
## [103,] 1.517135e+00 -1.868231e+00 1.1062804241 -1.047500e+00 -2.9701893188
## [104,] 1.342814e+00 -1.644523e+00 1.1120115408 -1.113458e+00 -2.7597202207
## [105,] 7.544778e-01 -5.995243e-01 0.1347162324 -1.453834e+00 -1.6727317069
## [106,] 1.243097e+00 -1.570583e+00 0.9263451314 -1.645352e+00 -2.3562858965
## [107,] -5.175448e-02 -4.814554e-01 1.3861618106 -7.341665e-01 -3.0686747865
## [108,] -2.290443e-01 -4.270634e-01 2.0333280009 -6.076187e-01 -2.9289178650
## [109,] 6.025832e-01 2.499038e-01 -0.8025453124 -5.498877e-01 0.8356139170
## [110,] -1.159695e-01 7.818144e-01 -1.0766038350 6.179755e-02 -0.1647943575
## [111,] 3.492102e-01 4.336728e-01 -0.5969761412 -8.325786e-01 0.5377719686
## [112,] 3.747710e-01 2.930372e-01 -0.4067121986 -7.901001e-01 0.2644853111
## [113,] -3.117627e-01 1.906545e-01 1.7039723471 -1.599983e+00 0.7095097368
## [114,] 1.982114e-01 4.112579e-01 0.0184934535 -5.922956e-01 0.5468125344
## [115,] -4.892451e-02 6.157664e-01 0.0491943004 -1.015355e+00 0.1140096369
## [116,] 6.760460e-02 2.720808e-01 0.3396244186 -1.477509e+00 0.7313633439
## [117,] -1.036719e+00 1.415733e+00 2.5109216227 -7.482113e-01 1.1826843205
## [118,] -1.425007e-01 5.827513e-01 0.8087452353 -3.060517e-02 1.1925510299
## [119,] -6.052822e-01 7.080010e-01 1.9458818296 -2.396961e-01 1.2767818163
## [120,] -2.955357e-01 6.652207e-01 0.6466626065 -4.238641e-01 0.8433272382
## [121,] -1.878379e+00 1.560219e+00 3.5049318318 -1.449628e+00 0.7428492881
## [122,] -1.011094e+00 5.531043e-01 -1.5308812547 -8.742299e-01 -0.5235525205
## [123,] -1.086573e+00 5.342081e-01 -1.4806842856 -8.287819e-01 -0.5201232146
## [124,] -1.170046e+00 4.067628e-01 -1.3648282109 -5.589473e-01 -0.2380024599
## [125,] -1.195551e+00 -8.874640e-02 -1.5650813235 -1.322190e+00 -0.0927762775
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## [563,] 1.680764e-01 2.498471e-01 1.1636304323 8.383844e-02 1.2750003032
## [564,] 3.292469e-01 1.741948e-01 0.6743719046 2.261733e-01 1.2708159842
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## [658,] 6.792733e-01 1.219005e-01 -0.5975607358 3.032948e-01 0.7240208331
## [659,] 7.610979e-01 7.442009e-02 -0.7714034848 4.001822e-01 0.7327190089
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## [662,] -2.623167e-03 7.482167e-01 -0.9693757270 8.582232e-01 0.1470436523
## [663,] 5.394810e-01 2.919934e-01 -0.8863410401 1.829052e-01 0.4824621559
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## [742,] -1.258334e+00 1.227119e+00 3.7093108969 -1.185400e+00 0.7026369663
## [743,] 5.560112e-01 2.262284e-01 -0.5660561413 -5.060591e-01 0.1995954414
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## [745,] 7.831485e-01 -1.869997e-01 -0.9344304507 -1.393787e+00 0.0873348281
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## [748,] -9.526099e-02 4.326236e-01 0.5953907423 -7.665909e-01 -0.2224229559
## [749,] 9.804026e-01 -4.029605e-02 -0.7928728038 -4.711049e-01 1.3328506914
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## [754,] 3.199044e-01 5.130423e-01 -1.0056427209 1.115111e+00 1.0879643428
## [755,] 2.099485e-01 6.131948e-01 -1.0553761910 9.063507e-01 0.8797305572
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## [757,] 1.035939e+00 -9.885519e-02 -0.7079677726 7.551273e-02 1.5611395518
## [758,] 9.171507e-01 2.776919e-02 -0.6140992903 9.633305e-02 1.6515503842
## [759,] 9.647134e-01 -1.232286e-02 -0.5841404290 2.734150e-01 1.8316329467
## [760,] 9.844338e-01 -3.984598e-02 -0.6752226803 2.241773e-01 1.6529728971
## [761,] 9.789862e-01 -4.133425e-02 -0.5414913618 3.839985e-01 1.8023605123
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## [798,] 1.313023e+00 -5.274846e-01 0.5962308741 1.425294e-01 3.2590409197
## [799,] 1.529979e+00 -3.138329e-01 -0.1548074381 1.625309e+00 2.9822286059
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## [802,] -3.508836e-01 1.087904e+00 0.6548968422 -2.022201e+00 -0.4074384328
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## [804,] 8.734086e-01 1.481512e-01 -0.1209539930 3.500212e-01 1.5978232610
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## [822,] 5.503592e-01 1.651535e-01 0.2423530667 -9.318419e-01 1.1187074706
## [823,] 4.951945e-01 1.264742e-01 0.2003787057 -8.787911e-01 1.2250651634
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## [826,] 7.016052e-01 -4.992244e-02 0.4175474327 -6.383864e-01 1.1651997897
## [827,] 6.185264e-01 1.125702e-01 0.2716025771 -6.154805e-01 1.4095743772
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## [829,] -2.746323e-02 1.678778e-01 2.2118431519 -4.602003e-01 1.8446402099
## [830,] 8.751121e-01 -4.051934e-01 0.5219956233 -6.240750e-01 1.9321481979
## [831,] -4.782806e-02 4.402126e-01 0.1455657191 1.840692e-01 1.1025646579
## [832,] -1.368486e-02 4.219194e-01 0.2310798496 3.422250e-01 1.2227807647
## [833,] 8.543229e-01 -3.777858e-01 0.6846128520 -3.930135e-01 1.9856012460
## [834,] 1.348188e-01 3.149826e-01 -0.0131211003 -2.592453e+00 -0.2391107807
## [835,] -1.285048e+00 1.022354e+00 3.6580137946 -2.949407e+00 0.2599712000
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## [837,] -1.801749e+00 3.023371e+00 1.0191446323 1.352981e-01 -1.3167671686
## [838,] -8.924789e-01 2.258070e+00 1.5818062177 2.961332e+00 1.6861128586
## [839,] -3.596087e-01 1.824099e+00 -0.8933404457 3.480669e+00 0.6280194338
## [840,] 5.528824e-01 1.472966e-01 -0.7866900599 1.534209e+00 1.8578493655
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## [842,] -7.026062e-02 1.496490e+00 -0.4524327825 3.091023e+00 0.1631873221
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## [844,] -1.193097e+00 2.035656e+00 1.5845341598 2.711272e+00 -0.3598111071
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## [848,] -2.255195e+00 3.061321e+00 3.2793119108 2.195274e+00 -0.2259768420
## [849,] -2.109643e+00 2.328326e+00 2.1636119657 -1.044930e+00 -1.1155253815
## [850,] -2.536228e-01 1.119540e+00 0.1225349724 1.191158e+00 1.2102077559
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## [852,] 1.565382e-01 5.912772e-01 0.3152815050 2.034246e+00 1.3880064815
## [853,] -2.564417e-01 6.458277e-01 1.2320667041 2.103413e+00 1.6224667594
## [854,] 3.615494e-01 3.729559e-01 0.6313832959 2.961205e+00 2.2517726728
## [855,] 6.029184e-02 6.119115e-01 0.6219387617 2.265338e+00 1.4861017795
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## [857,] 1.818720e+00 -1.579935e+00 0.4247570183 6.171199e-01 -0.9763704923
## [858,] 9.396783e-01 -7.718864e-01 -0.0295740466 1.489211e+00 -1.5693051748
## [859,] 1.029141e+00 -9.744589e-01 -0.1558314274 6.206316e-01 -0.8170878007
## [860,] 8.676686e-01 -5.222117e-01 -0.2216727534 1.760984e+00 -0.9551502407
## [861,] 1.708919e+00 -1.251472e+00 0.0612098435 8.097435e-01 -0.4128797089
## [862,] 1.667701e+00 -1.253810e+00 0.1566847671 7.984318e-01 -0.9590702252
## [863,] 1.876956e+00 -1.744798e+00 0.1188523381 -3.193753e-01 -0.4474188898
## [864,] 1.325722e+00 -7.288419e-01 -0.1698917417 5.452864e-01 -0.6110419079
## [865,] 1.357052e+00 -8.397948e-01 -0.0283148234 4.417527e-01 -0.8481439329
## [866,] 5.148351e-01 -3.374693e-01 2.0101384659 -9.120491e-01 0.4456479708
## [867,] 1.510172e+00 -1.162318e+00 -0.1378940431 -4.898054e-01 0.2015355670
## [868,] 1.596890e+00 -1.291220e+00 -0.1941899093 -4.705361e-01 0.0540473075
## [869,] 1.480716e+00 -1.082691e+00 -0.3668223686 -5.899286e-01 0.2112065346
## [870,] 1.513493e+00 -1.142688e+00 -0.2531709449 -6.217597e-01 0.3070505317
## [871,] 2.713275e+00 -3.917363e+00 2.4716012869 1.835070e+00 -4.2490528935
## [872,] 2.620983e+00 -3.743032e+00 2.3274612420 1.842579e+00 -4.0300886372
## [873,] 1.121525e+00 -1.072721e+00 -0.2524084316 6.398777e-01 -0.7400827999
## [874,] 3.680991e+00 -4.873337e+00 3.1334977035 1.218452e+00 -3.7200554414
## [875,] 1.889619e+00 -1.655509e+00 0.2674220881 2.564234e-01 -0.1200218596
## [876,] 1.906495e+00 -1.634302e+00 0.2235408499 3.909537e-01 0.0392686300
## [877,] 3.982259e+00 -5.467017e+00 3.5362165736 1.055565e+00 -4.0146014151
## [878,] 1.482935e+00 -1.133551e+00 0.0093606073 -7.501454e-02 0.0157505085
## [879,] 3.526647e+00 -4.548535e+00 2.7521937202 1.348466e+00 -3.3282935509
## [880,] 1.936609e+00 -1.714693e+00 0.0079820361 2.471174e-02 0.2644280019
## [881,] 3.196077e+00 -3.940142e+00 2.2297726558 1.336172e+00 -2.5659260628
## [882,] 2.884658e+00 -3.421261e+00 1.7333485819 1.049875e+00 -2.2144134422
## [883,] 1.825501e+00 -1.473726e+00 -0.0323044762 6.020665e-01 0.0964002449
## [884,] 2.487243e+00 -2.893963e+00 1.5115763389 8.323487e-01 -1.8154471547
## [885,] 2.449510e+00 -2.971522e+00 1.8250204306 8.784702e-01 -1.9126443063
## [886,] -1.354467e+00 1.719012e+00 -0.3061086784 -2.371309e-01 -0.6823817344
## [887,] -6.373508e-01 7.017934e-01 -0.0800545004 -1.247253e+00 0.2159363524
## [888,] -1.748404e+00 1.552935e+00 1.6174786392 -6.610594e-01 -0.5471227429
## [889,] -9.850188e-01 1.333401e+00 -0.0736210491 -1.190530e-01 -0.3885994806
## [890,] -2.411358e+00 2.128846e+00 3.3586183276 -3.673074e-01 0.2382074074
## [891,] -9.237305e-01 1.303842e+00 -0.2429973988 1.133450e-01 -0.3112876900
## [892,] -9.780760e-01 1.360705e+00 -0.3095560084 7.606029e-02 -0.3589792908
## [893,] -8.019956e-01 1.238259e+00 -0.6106571138 2.808849e-01 -0.2834691179
## [894,] -8.368343e-01 1.241790e+00 -0.5621920224 3.243286e-01 -0.2462639116
## [895,] -1.730340e+00 2.005641e+00 1.4173458328 1.680756e-01 0.3073407218
## [896,] -2.296946e+00 2.369190e-01 -0.6242606798 1.957362e-01 -0.2169364274
## [897,] -3.416301e+00 -5.130966e-01 -0.5546629684 9.779634e-02 -0.1528499084
## [898,] -1.828549e+00 1.165364e+00 0.6336232792 2.547376e-01 -0.0744001473
## [899,] -2.004917e-01 1.133731e+00 -0.5375353237 2.610918e+00 1.3530107886
## [900,] -1.113529e+00 1.862555e+00 -1.0850340424 4.931935e-02 -1.5097564533
## [901,] 5.048447e-01 -5.974724e-02 -0.7827017915 1.353406e+00 2.5883500577
## [902,] -8.586107e-02 1.047894e+00 -0.9107253717 3.159062e+00 1.0732764801
## [903,] -5.227599e+00 -1.808036e+00 -2.9794571656 2.254006e-01 -1.7233766309
## [904,] -1.266385e+00 2.017038e+00 -1.3243451097 4.369928e-01 -2.1528662545
## [905,] -1.297868e+00 2.069255e+00 -1.2063235483 7.594717e-01 -2.1167905840
## [906,] -7.629427e-01 1.675146e+00 -0.5908104359 3.037373e+00 0.1008059373
## [907,] -5.912167e-01 1.643915e+00 -1.2057838291 3.176859e+00 -0.1565812291
## [908,] -4.893240e-02 2.354552e-01 -0.9374680665 3.234429e-01 1.1185991154
## [909,] -9.688733e-01 1.842696e+00 -0.9089272702 2.942621e+00 -0.5551850045
## [910,] -1.267462e+00 2.078897e+00 -0.6351015921 2.474822e+00 -0.9101957784
## [911,] -9.160739e-01 6.707658e-01 -0.0158609309 -7.576360e-01 0.2118545810
## [912,] 2.988680e-01 4.635534e-01 -0.9742297064 -8.861354e-01 -0.1389954083
## [913,] 2.137612e-01 6.177816e-01 -1.0990977040 -8.954410e-01 -0.0046052754
## [914,] 1.387679e-01 5.903893e-01 -1.1671593956 -8.994835e-01 -0.0457253635
## [915,] 2.468994e-01 3.234406e-01 -1.1411216146 -1.532050e+00 0.2348174905
## [916,] 1.227734e-01 7.170183e-01 -1.1195498094 -8.973169e-01 -0.0925218832
## [917,] 1.588002e-01 6.410425e-01 -1.0840255313 -8.606894e-01 -0.2005480211
## [918,] 1.001902e-01 6.861319e-01 -1.1476863668 -9.761959e-01 -0.3655960227
## [919,] 7.885011e-02 7.024542e-01 -1.1296926727 -9.260714e-01 -0.3264882507
## [920,] 2.106906e-02 7.435859e-01 -1.0689077463 -9.096238e-01 -0.3025237379
## [921,] -4.745114e-01 1.150887e+00 -1.3872713312 -5.593990e-01 -0.7389974511
## [922,] -1.883978e-01 6.126160e-01 -1.1403063862 -8.498825e-01 -0.2916988562
## [923,] -1.241550e-03 7.774110e-01 -1.1185851504 -7.616633e-01 -0.2464574866
## [924,] 8.988546e-02 4.988642e-01 -1.1010329384 -1.526446e+00 -0.0485993884
## [925,] -1.641495e-01 8.236456e-01 -1.1728707809 -8.628473e-01 -0.4301872077
## [926,] -2.868176e-01 7.296531e-01 -1.4089743600 -8.218796e-01 -0.4274612919
## [927,] 1.281141e+00 -4.771502e-01 -0.4094972686 1.778657e+00 2.4396111012
## [928,] 9.713224e-01 -1.719358e-01 -0.6490472247 1.052154e+00 1.7576243832
## [929,] 7.243618e-01 7.383832e-02 -0.8435982500 4.837415e-01 1.2352061542
## [930,] 6.401300e-01 5.146063e-02 -0.7060704093 2.914924e-01 0.7852252939
## [931,] 4.947708e-01 3.094022e-01 -0.9747625519 2.175776e-01 0.9384251653
## [932,] 6.045112e-01 2.428100e-01 -0.9688916422 5.986838e-01 1.3192753320
## [933,] 4.287123e-01 2.995284e-01 -0.9148663090 1.030969e+00 0.8528449331
## [934,] 3.285524e-01 4.800071e-01 -1.1407076818 -6.145566e-02 0.5164384038
## [935,] 4.428760e-01 3.285292e-01 -0.9850172323 2.239342e-01 0.5679058613
## [936,] 5.637986e-01 1.748903e-01 -0.9034858514 8.521294e-01 1.2104216657
## [937,] 3.484086e-01 2.815622e-01 -1.0075187253 -5.429236e-01 0.3406515947
## [938,] 2.264731e-01 5.599750e-01 -1.1146498391 -4.336091e-02 0.0670737849
## [939,] 1.146613e-01 6.698919e-01 -1.2265112333 -3.366051e-02 0.0891176867
## [940,] 1.287570e-01 7.177359e-01 -1.1791490848 1.995846e-02 0.0793710289
## [941,] 3.197182e-01 5.454971e-01 -0.9906272904 6.885974e-01 0.6356772767
## [942,] -9.812607e-01 1.090989e+00 -0.0022601804 6.696094e-01 0.4748992936
## [943,] -1.857794e+00 1.829361e+00 1.8162763180 3.980337e-01 0.8349320552
## [944,] -7.837905e-01 4.286034e-01 0.2233029086 -6.662560e-01 1.0369108603
## [945,] -1.100560e+00 1.089020e+00 0.2367429584 6.264501e-01 0.3217740372
## [946,] -1.375495e+00 1.283474e+00 -0.2534473807 8.952646e-01 0.0124162340
## [947,] -1.394121e+00 1.202865e+00 -0.2098664269 1.059563e+00 0.1332360638
## [948,] -1.038672e+00 1.074707e+00 -0.0304525323 7.690516e-01 0.3154651884
## [949,] -1.019769e+00 1.059637e+00 -0.0792880192 8.680316e-01 0.3594364015
## [950,] -1.728748e+00 1.221917e+00 1.4685487105 5.319754e-01 0.2240375439
## [951,] -6.292750e-01 3.221117e-01 -0.3917790366 -5.064695e-01 0.8607401446
## [952,] -1.990809e+00 1.871951e+00 1.6710792443 5.528157e-01 0.5816402077
## [953,] -1.256172e+00 1.252687e+00 -0.0570763821 7.742601e-01 0.1566508288
## [954,] 1.017622e+00 -1.148532e+00 2.0655731413 -4.936320e-02 1.3917121147
## [955,] 1.902015e+00 -1.337342e+00 -0.1045730453 3.575131e-01 1.3923065933
## [956,] 1.828331e+00 -1.229875e+00 -0.1262009864 3.261349e-01 1.4981545082
## [957,] 1.987546e+00 -1.771448e+00 0.8154703771 3.735356e-01 0.7133362078
## [958,] 1.207616e+00 -8.176514e-01 0.8280702954 -2.397335e-01 1.1420333914
## [959,] 1.253062e+00 -7.608490e-01 0.6098398056 -2.092690e-01 1.1962393915
## [960,] 1.482349e+00 -1.207808e+00 1.0666328190 -9.800899e-02 0.6149838243
## [961,] 1.508008e+00 -1.260886e+00 1.0718802198 -1.763571e-02 0.6310532998
## [962,] 1.738134e+00 -1.474493e+00 0.8404768156 2.604549e-01 0.6553278395
## [963,] 1.667638e+00 -1.286240e+00 0.4333212754 1.241820e-01 0.8074474724
## [964,] 1.322638e+00 -7.609612e-01 0.1416121318 -1.165090e-01 1.1918788599
## [965,] 1.613319e+00 -1.156199e+00 0.2102834778 8.943338e-02 0.8198404522
## [966,] -5.968894e-01 1.057373e+00 -0.7853481395 -1.076459e+00 -0.1146101584
## [967,] -1.879868e+00 1.656745e+00 3.3160482431 -2.070061e+00 0.7133606268
## [968,] -1.908513e+00 1.677647e+00 3.3067121536 -2.127707e+00 0.6104128512
## [969,] -7.800668e-01 1.436377e+00 -0.1420934272 -8.731022e-01 -0.5269036524
## [970,] -1.161065e+00 1.644543e+00 0.6716312819 -8.514402e-01 -0.2537522854
## [971,] -9.630059e-01 1.535460e+00 0.4260220219 -6.588833e-01 -0.1892193948
## [972,] -7.904880e-01 1.465949e+00 -0.1116082019 -7.196931e-01 -0.4546736040
## [973,] -7.577656e-01 1.448627e+00 -0.1615408082 -6.108190e-01 -0.3760354615
## [974,] -9.419451e-01 1.564799e+00 0.1578679954 -7.255613e-01 -0.4488220240
## [975,] -1.099456e+00 1.528819e+00 0.7948442648 -5.222639e-01 -0.1751974222
## [976,] 1.691987e-01 7.792928e-01 -1.1783619498 -5.597154e-01 0.0915941714
## [977,] 2.714854e-01 6.058150e-01 -1.0495415560 -4.924024e-01 -0.0987621517
## [978,] 2.473666e-01 6.387346e-01 -1.0579724299 -4.667402e-01 -0.1416770437
## [979,] 4.642758e-01 3.119896e-01 -0.8995778876 -1.380714e-01 -0.3205632029
## [980,] -7.396062e-02 9.177893e-01 -1.3496912375 2.869215e-01 -0.4195129512
## [981,] -4.767392e-02 8.339537e-01 -1.2550222458 2.573387e-01 -0.6650982400
## [982,] 2.482309e-01 6.452621e-01 -1.2027226389 -3.316183e-01 -0.2796280875
## [983,] 2.738249e-01 4.981641e-01 -0.9514881583 -3.804301e-01 -0.5673110687
## [984,] 3.177515e-01 4.533735e-01 -0.9931117500 -2.842096e-01 -0.5848744788
## [985,] 3.105895e-01 4.576599e-01 -0.9619613555 -2.267911e-01 -0.5818676914
## [986,] 3.247263e-01 4.359174e-01 -1.0123227219 -2.474382e-01 -0.6766749686
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## [988,] 4.791290e-02 6.468502e-01 -0.5375221290 -2.717826e-01 -0.6290233692
## [989,] 8.582593e-02 6.571580e-01 -0.8433536285 -3.522255e-01 -0.7282881423
## [990,] 1.549045e-02 6.507613e-01 -0.5581148493 -3.692124e-01 -0.8097981439
## [991,] 6.719384e-01 -4.328191e-01 -0.0241215141 -4.917480e-01 0.5502539943
## [992,] 7.431850e-01 -7.002937e-01 0.1285243841 -1.049586e+00 0.8864483544
## [993,] 9.190023e-01 -5.627336e-01 -0.7463805367 -3.941429e-01 0.4299277152
## [994,] 1.367275e-01 2.037031e-02 -0.8953155765 5.959132e-01 -0.3936155444
## [995,] 2.221060e-02 9.433248e-02 -0.7436900731 5.821641e-01 -0.3686425922
## [996,] 1.062597e+00 -1.019748e+00 -0.3790512153 -7.690665e-01 0.6806769655
## [997,] 8.277917e-01 -5.446303e-01 -0.6101053998 -2.258739e-01 0.5076332371
## [998,] 7.747658e-01 -5.118901e-01 -0.7451953256 -4.174726e-01 0.3080522132
## [999,] 8.290267e-01 -6.662229e-01 -0.5976651543 -3.714572e-01 0.0851115723
## [1000,] 8.450339e-01 -6.892680e-01 -0.5780696001 -2.007874e-01 0.2567211681
## [1001,] 7.799323e-01 -6.581514e-01 -0.6202605832 -2.864229e-01 0.1908975579
## [1002,] 7.366862e-01 -6.239867e-01 -0.6524451425 -2.424359e-01 0.2363834343
## [1003,] 5.309621e-01 -3.951722e-01 -0.8310126407 -4.840560e-01 0.2198256634
## [1004,] 4.725629e-01 -3.898698e-01 -0.8214085711 -5.171983e-01 0.1617315240
## [1005,] 4.043963e-01 -3.736643e-01 -0.8481523724 -5.833170e-01 0.0245320876
## [1006,] 3.957425e-01 6.842529e-01 -1.0866226510 -4.725730e-01 0.0290091698
## [1007,] -4.241251e-01 1.421439e+00 -1.4385714294 1.128544e-01 -0.6651427859
## [1008,] 2.965711e-01 7.770121e-01 -1.1403341992 -5.513359e-01 -0.1601625381
## [1009,] 2.931400e-01 7.883808e-01 -1.1362347189 -4.473794e-01 -0.1183135470
## [1010,] 8.746995e-01 -3.449876e-01 -0.7426953792 -1.102275e+00 0.0505142445
## [1011,] 5.547485e-01 3.429441e-01 -0.7918163352 6.549312e-02 -0.2875109595
## [1012,] 5.369759e-01 3.411545e-01 -0.7385023066 8.949962e-02 -0.1548266090
## [1013,] 8.463504e-01 -2.185318e-01 -0.9154156065 -8.887643e-01 0.4281008286
## [1014,] 3.200148e-01 6.888062e-01 -1.0105920409 2.890589e-02 -0.4509778628
## [1015,] 4.135811e-01 6.324785e-01 -0.9855797992 3.935434e-01 -0.0933998022
## [1016,] 3.284398e-01 7.759889e-01 -1.0379162065 4.209175e-01 -0.0016995454
## [1017,] -2.693375e-01 1.318501e+00 -1.3155279263 9.639984e-01 -0.2948485103
## [1018,] 3.070354e-01 6.543724e-01 -1.0239230938 3.239570e-01 -0.0668608135
## [1019,] -9.881922e-02 3.854595e-01 -1.0233318730 2.438465e-01 -0.1972366431
## [1020,] 1.181302e-01 7.934751e-01 -0.8340174261 1.379643e-01 -0.3839261213
## [1021,] 8.569985e-01 -1.812177e-01 -0.2918523952 -1.228224e+00 1.1848836107
## [1022,] -7.978096e-01 7.654845e-01 1.1868618745 -6.607103e-01 0.5420207201
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## [1101,] 4.185273e-01 3.362247e-01 -0.2494673303 -3.306365e-02 0.2117746274
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## [1103,] 3.489211e-01 4.140107e-01 -0.2755804021 -7.374275e-05 0.2375059198
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## [1548,] 4.492394e-02 8.355839e-01 -1.2050606637 -8.373387e-01 -1.0633900256
## [1549,] 1.082286e-01 7.833219e-01 -1.1568492377 -5.883506e-01 -0.8824547110
## [1550,] -3.996399e-01 1.260502e+00 -1.4622947355 1.927331e-01 -1.1610335844
## [1551,] -3.430984e-01 1.158362e+00 -1.2825880576 3.749783e-01 -0.9431317124
## [1552,] -1.741110e-01 9.793174e-01 -0.2224420172 -4.399784e-01 -0.4171074349
## [1553,] 1.072408e-01 7.507780e-01 -1.1232899168 -5.223859e-01 -0.7307409505
## [1554,] -6.448122e-01 2.838470e-01 -0.3613148037 -2.559086e-01 1.1401621432
## [1555,] -1.322605e+00 8.394818e-01 -0.4829089638 1.249700e+00 0.4002519672
## [1556,] -1.169408e+00 1.045835e+00 -0.3929365070 1.366397e+00 0.3813685352
## [1557,] -3.610282e-01 -2.220389e-01 0.0715248489 2.683340e+00 0.0597341414
## [1558,] -1.039380e+00 -1.466647e-02 2.1329871756 2.813803e+00 0.4587227210
## [1559,] -6.671741e-01 1.148753e-01 0.1490670808 2.385605e+00 -0.3839342028
## [1560,] -3.130203e-01 -8.398837e-01 0.6560730778 8.567620e-01 0.8118044519
## [1561,] -1.102135e+00 -3.257964e-01 2.1860303143 8.588160e-01 1.4613768542
## [1562,] -6.388683e-01 -9.965865e-01 0.9685047659 1.038954e+00 1.0972212052
## [1563,] -1.163809e+00 3.874099e-01 1.0741275789 2.935044e+00 -0.2008285405
## [1564,] -1.364407e+00 5.391235e-01 1.0993658915 2.986577e+00 -0.4168373545
## [1565,] -2.070809e+00 -1.575902e+00 1.0809187467 3.739529e-01 0.4359833651
## [1566,] -3.598296e+00 -8.747377e-01 1.1222954176 2.718094e+00 -0.7976719163
## [1567,] -7.933985e-01 5.007301e-01 2.3871913089 -1.222888e-01 0.4505063448
## [1568,] -4.112662e-01 6.033666e-01 1.1124178543 1.122774e+00 -0.1184571616
## [1569,] 3.041677e-01 -1.170910e+00 1.4184161136 -6.266846e-01 0.8731811080
## [1570,] 1.590470e-01 -5.182167e-01 2.6649115846 -9.053139e-01 0.8409942379
## [1571,] 2.968129e-01 -5.055791e-02 1.9329739537 3.837707e-01 0.5401105541
## [1572,] 6.613512e-01 -2.222480e-01 1.0304485797 6.236011e-01 0.3369312861
## [1573,] 9.330285e-01 -3.285375e-01 0.1145169289 6.877476e-01 -0.3590723039
## [1574,] 9.413162e-01 -2.599159e-01 -0.4134762589 6.264310e-01 -0.3492001603
## [1575,] -4.434659e-01 -1.546657e+00 -1.2381922262 5.146289e-01 -0.1685076814
## [1576,] 8.251950e-01 -1.505791e-01 -0.5251752682 5.896762e-01 -0.2166463218
## [1577,] 9.500967e-01 -1.032531e-01 -0.6403183977 5.815791e-01 -0.1021843460
## [1578,] 6.852292e-01 6.026767e-03 -0.1632045713 4.751417e-01 0.1490592876
## [1579,] 2.188252e-02 -2.080597e-02 0.3956396047 1.089111e-01 0.0429065149
## [1580,] -8.198425e-01 -1.076299e-01 1.2132041364 -2.869263e-01 -0.0162600186
## [1581,] -3.207532e-01 4.167788e-01 1.5435663872 -2.662852e-01 -0.0942686553
## [1582,] 1.420139e+00 -7.008985e-01 -0.2470122820 2.217315e-01 1.0219655162
## [1583,] 1.388360e+00 -6.709623e-01 -0.1994791732 2.397779e-01 1.0686154550
## [1584,] 1.384338e+00 -6.398850e-01 -0.2828038082 2.651155e-01 1.1080012251
## [1585,] 1.388128e+00 -6.791535e-01 -0.2730675891 2.025185e-01 1.0276856804
## [1586,] 1.623517e+00 -1.097575e+00 0.1131980902 4.203852e-01 0.5486857058
## [1587,] 7.332071e-01 -2.621999e-01 -0.3801169618 1.321812e+00 0.0067606185
## [1588,] 4.206096e-01 1.974572e-01 -0.7280251596 1.030959e+00 0.2514373740
## [1589,] 1.271360e+00 -5.585090e-01 -0.3074668125 2.189537e-01 0.9040978082
## [1590,] 1.766607e+00 -1.161774e+00 0.1347362475 1.144722e+00 1.3902069359
## [1591,] 1.564209e+00 -7.826058e-01 -0.2401941506 1.060431e+00 1.7443442356
## [1592,] 1.609651e+00 -8.824133e-01 -0.0304181842 1.189494e+00 1.7722150693
## [1593,] 9.309752e-01 -2.371020e-01 -0.3122538230 -3.398230e-01 0.5119022332
## [1594,] 1.072108e+00 -3.449833e-01 -0.4266721367 -7.122298e-02 0.6353909912
## [1595,] 1.178099e+00 -5.180625e-01 -0.3102026070 7.557186e-02 0.5547127577
## [1596,] 1.182165e+00 -5.523801e-01 -0.1409415250 2.395443e-01 0.5756767956
## [1597,] 2.924189e-01 5.684303e-01 -1.1531115091 -2.491570e-01 0.4613940201
## [1598,] 3.164764e-01 5.397729e-01 -1.1301906962 -9.254822e-02 0.5868021382
## [1599,] 3.106463e-01 5.288723e-01 -1.1287751145 -3.582689e-02 0.6321936252
## [1600,] 3.911500e-01 2.606401e-01 -1.0395587515 -9.026992e-02 0.0756904632
## [1601,] -2.319270e-01 8.393780e-01 -1.3526660319 3.989739e-01 -0.4399128900
## [1602,] -1.808235e-01 8.016866e-01 -1.2893920381 6.681960e-01 -0.1363506680
## [1603,] 2.364925e-01 3.777415e-01 -0.8526529337 -4.521035e-02 0.2145411177
## [1604,] 2.540164e-01 3.698344e-01 -1.0924639356 -4.696126e-02 0.1949036472
## [1605,] 1.467235e-01 4.495320e-01 -0.9819332674 -1.440738e-01 0.1203245802
## [1606,] 1.409990e-01 4.775530e-01 -1.1796759705 -1.997399e-01 -0.0270234519
## [1607,] 1.526464e-01 4.980961e-01 -1.1826983680 -2.469171e-01 0.0111662178
## [1608,] 1.374520e-01 5.032250e-01 -1.1887379028 -2.229783e-01 0.0288180195
## [1609,] -2.494688e-01 5.807583e-01 -0.2372512284 -2.783242e-01 0.1168404159
## [1610,] -1.323347e-01 7.371017e-01 0.7899154963 -1.035136e+00 0.6119301536
## [1611,] -2.788762e-01 8.725264e-01 0.6873342869 -1.386178e+00 0.2468696953
## [1612,] -1.044701e+00 1.570565e+00 0.3065146057 -7.059325e-01 -0.3704863879
## [1613,] -2.793896e-01 8.347340e-01 0.7342106939 -1.301691e+00 0.1045047098
## [1614,] -2.117884e-01 7.771013e-01 0.7817801087 -1.023594e+00 0.3237982797
## [1615,] -3.254760e-01 8.945274e-01 0.7025520020 -1.230063e+00 0.0950135960
## [1616,] -3.566524e-01 9.052543e-01 0.7204507839 -1.249795e+00 -0.0268114455
## [1617,] -9.427969e-01 1.057887e+00 2.0854938295 -1.446995e+00 -0.0147375725
## [1618,] -4.250145e-01 1.010012e+00 0.6810552998 -1.135948e+00 0.1023734106
## [1619,] -4.032294e-01 9.839402e-01 0.6704462347 -1.106483e+00 -0.0038664363
## [1620,] -3.803353e-01 9.883175e-01 0.6250432583 -9.973114e-01 0.0525721694
## [1621,] -4.021762e-01 1.029044e+00 0.5503444949 -9.397793e-01 0.0942950409
## [1622,] -4.378219e-01 1.060665e+00 0.4856078926 -1.084279e+00 -0.1633047155
## [1623,] -4.652256e-01 1.125309e+00 0.4050567999 -1.112077e+00 -0.1917709416
## [1624,] -8.801978e-01 8.027857e-01 1.9514456296 -2.167219e+00 0.2500737307
## [1625,] -7.886760e-01 1.437502e+00 -0.4822012774 4.049362e-01 -0.2950291985
## [1626,] -8.150376e-01 1.326929e+00 -0.1319810521 5.703441e-01 -0.4998999134
## [1627,] -1.659946e+00 2.009706e+00 1.6514919119 4.776170e-01 -0.1911435449
## [1628,] -1.245834e+00 9.333491e-01 -0.6388479503 6.143785e-01 -0.9301614805
## [1629,] -2.483659e+00 1.875608e+00 1.0751454379 7.092110e-01 -0.5744816478
## [1630,] -8.527753e-01 1.498693e+00 -1.1698916420 1.138914e+00 -1.0807401475
## [1631,] -1.169142e+00 1.165467e+00 1.3547207505 -9.956412e-01 0.6666850063
## [1632,] -1.931298e+00 2.005590e+00 1.5003147723 9.376735e-01 -1.1236857432
## [1633,] -1.002979e+00 1.755362e+00 -0.4216834320 1.955266e+00 -0.8012838493
## [1634,] -8.736608e-01 1.692942e+00 -0.3640300341 2.531482e+00 -0.4963482577
## [1635,] 4.085296e-02 6.196712e-01 -0.5636929438 1.385462e+00 -0.6065750664
## [1636,] -3.461298e-01 1.031384e+00 -0.9464065021 2.105790e+00 -0.8925130383
## [1637,] -4.166220e-01 1.140413e+00 -1.0143381732 2.207535e+00 -1.0289825193
## [1638,] -1.553185e-01 9.146268e-01 -0.7118210435 1.828686e+00 -0.8905306565
## [1639,] -1.653277e+00 1.173747e+00 1.3097988006 1.468527e+00 -1.1994881123
## [1640,] -9.923081e-01 1.703172e+00 0.3378759252 2.198535e+00 -0.9413782661
## [1641,] -1.133445e+00 2.004599e+00 0.0175032784 2.028392e+00 -1.4018957048
## [1642,] -3.952947e-01 3.644119e-01 0.1750202269 -9.099725e-01 0.0153774364
## [1643,] -2.653178e-01 1.066476e-01 0.4027205234 -1.002928e+00 0.3199722455
## [1644,] -1.275216e+00 2.188138e+00 0.5177901870 2.856085e+00 -1.2236263055
## [1645,] -1.186530e+00 2.171376e+00 0.5443713597 3.104512e+00 -1.0482036349
## [1646,] -2.618531e+00 2.957978e+00 3.5963601853 2.448413e+00 -0.7521980135
## [1647,] -1.716754e-01 2.280840e-01 0.2752839388 -2.403985e-01 0.5382344204
## [1648,] -1.218490e+00 2.310865e+00 -0.0804634739 2.569471e+00 -1.0570682268
## [1649,] -1.083168e+00 2.134311e+00 -0.1727479391 2.750639e+00 -0.7332091075
## PC6 PC7 PC8 PC9 PC10
## [1,] 0.3700534288 -1.836333e-02 -1.5127427827 -1.0509311992 3.958368e-02
## [2,] 0.5460654713 -1.262904e-01 -0.2036458684 0.0780015902 2.125531e-02
## [3,] 0.5818984132 -1.564684e-01 -0.1460784925 0.1171617897 1.827066e-02
## [4,] 0.6100557262 1.912489e-02 -0.1214814285 0.1971592986 1.373110e-02
## [5,] 0.5563971597 5.581423e-03 -0.1244470865 0.1921308182 7.454248e-03
## [6,] 0.6506528028 -5.722619e-02 -0.0953743360 0.1905030813 6.853967e-03
## [7,] 0.6476471845 2.355573e-02 -0.0943331226 0.1633366969 7.720786e-03
## [8,] 0.5808051539 -1.296186e-01 -0.0982604824 0.1605913356 9.515075e-03
## [9,] 0.4753535258 -2.110976e-01 -0.1329985336 0.1556741466 9.413346e-03
## [10,] 0.5072664155 -1.318394e-01 -0.2647718872 0.0353615429 9.167927e-03
## [11,] 0.6065179110 -1.748249e-01 -0.2582963606 -0.0110759014 7.517761e-03
## [12,] 0.4391787000 -1.998541e-01 -1.5284517463 -1.1288403028 3.145612e-02
## [13,] 0.5704948412 -2.033470e-01 -0.6274424078 -0.3553138331 9.546105e-03
## [14,] 1.4552025256 -9.297276e-02 -0.3505432089 -1.2472051525 -9.970355e-03
## [15,] 0.4032865845 4.651031e-01 -0.8709835052 -0.3810884104 7.999232e-03
## [16,] 0.3958240885 3.030576e-01 -1.0711922433 -0.6002260441 1.598845e-02
## [17,] -0.3315946853 -1.721370e-01 -0.1196231925 0.1334560182 -1.606289e-02
## [18,] -0.0733623135 -1.742809e-01 -0.0378162552 -0.0484244754 -2.558775e-02
## [19,] -0.3317577492 -1.762991e-01 -0.1241720564 0.1185558538 -1.906563e-02
## [20,] -0.3611587708 -1.710839e-01 -0.0883566777 0.0549023258 -1.792899e-02
## [21,] -0.3533425459 -1.624453e-01 -0.0679776757 0.0196953331 -1.707837e-02
## [22,] -0.4656194371 -1.673242e-01 0.0077087715 -0.0463630759 -1.095381e-02
## [23,] -0.3771665665 -1.494790e-01 0.0003194163 -0.0848737110 -9.088069e-03
## [24,] -0.1196516226 -1.515664e-01 0.1961082993 -0.3707950627 -1.715003e-02
## [25,] -0.1031235494 -1.363969e-01 0.2246627141 -0.3504939726 -1.618332e-02
## [26,] 1.0561198550 2.725816e-02 0.6582815550 -1.0620892474 7.850774e-04
## [27,] -0.0334601567 -1.320805e-01 0.1653205107 -0.3570514943 -1.549097e-02
## [28,] 0.1250616294 -1.360426e-01 0.0969776758 -0.2457804538 -1.696225e-02
## [29,] 0.1067530304 -1.240845e-01 0.1565798604 -0.2615175755 -1.662648e-02
## [30,] 0.2323200729 -1.222290e-01 0.1637656943 -0.1654546077 -1.824981e-02
## [31,] 0.1926049541 -1.204456e-01 0.1852703242 -0.2802023376 -1.674110e-02
## [32,] 0.2992089307 -6.123932e-02 0.1599974213 -0.2263488091 -1.891268e-02
## [33,] 0.2421097823 -2.726407e-01 -0.2746271775 0.5132193665 -9.750539e-03
## [34,] 0.0383863769 -2.660473e-01 -0.4717467545 0.7791379333 -1.541851e-04
## [35,] 0.0066086366 -2.851927e-01 -0.4743786895 0.7400778643 -1.351452e-06
## [36,] -0.0204820758 -2.936314e-01 -0.4819943160 0.7282888240 -2.564284e-04
## [37,] -0.0173207226 -2.941880e-01 -0.4662342116 0.7143831579 -5.653619e-05
## [38,] -0.0127814281 -2.719206e-01 -0.4306813956 0.6748326859 -3.167789e-04
## [39,] -0.1498648290 -2.667836e-01 -0.3636745963 0.6072506940 5.347773e-04
## [40,] 1.3687329143 2.214930e-01 2.2073053431 0.8269601159 1.726515e-02
## [41,] -0.0768313203 1.416780e-01 1.6060127759 1.7600521319 6.848879e-03
## [42,] -0.1854857153 -5.632263e-02 -0.2822313271 0.5872529698 -5.980762e-04
## [43,] 0.3180770372 3.648246e-02 -0.1512059736 0.2676626786 -1.550156e-02
## [44,] -0.9387872256 7.110093e-01 0.1548506251 -0.5409250723 -2.350531e-02
## [45,] -0.8509360805 3.934220e-01 -0.1338005668 -0.6984597949 -2.486221e-02
## [46,] -0.7954746146 6.233632e-03 0.1001989994 -0.5122800893 -2.571672e-02
## [47,] -0.7653992294 -2.508229e-01 0.1572470851 -0.5084833063 -2.443931e-02
## [48,] -0.1496385194 -2.611235e-01 0.4717390992 -0.7522069993 -3.223953e-02
## [49,] -0.6566517551 -9.976786e-02 0.1187978350 -0.4296902472 -3.924295e-02
## [50,] -0.6523962564 -3.856218e-01 -0.0031416549 -0.5093668208 -4.536525e-02
## [51,] -0.5978667548 -3.839734e-01 0.0814490926 -0.2635302276 -5.588437e-02
## [52,] -0.8791797256 -2.045491e-01 -0.1859436677 -0.1088235365 4.638643e-03
## [53,] -0.8157701087 -2.067245e-01 -0.0164067956 0.0074517315 -1.236991e-03
## [54,] -0.4030131033 -1.962623e-01 0.1966217654 -0.2443737224 -3.738559e-03
## [55,] 1.4794976116 9.584999e-03 0.7219801015 -1.3957979978 9.308774e-03
## [56,] -0.9189823335 -1.537336e-01 0.1104308399 -0.2251201197 8.985131e-03
## [57,] -0.5123190701 -1.460621e-01 -0.0600790265 0.0075879900 9.148390e-03
## [58,] -0.5671144430 2.121354e-01 1.8681683217 1.0089452004 1.855655e-02
## [59,] -0.6354952489 -1.231935e-01 0.0695098618 -0.0296398537 7.283529e-03
## [60,] -0.6065277839 -1.167158e-01 0.1088215005 -0.0015331788 1.241690e-02
## [61,] -0.7991966450 -1.199734e-01 0.2660651181 -0.1227303015 1.103190e-02
## [62,] -0.2489989155 -9.789563e-02 0.3813575661 -0.3452908046 3.674606e-03
## [63,] -0.7386727210 -1.702468e-02 0.6700634476 0.0579472087 1.014752e-02
## [64,] -0.6195690638 1.174680e-02 0.7463691306 0.1636596832 1.756597e-02
## [65,] -0.0597885986 -1.761777e-01 -0.0015855741 -0.0467905048 -1.910976e-02
## [66,] -0.3840040193 -1.766036e-01 -0.1754546086 0.2486927652 -1.041783e-02
## [67,] -0.3700070778 -1.758427e-01 -0.1563390639 0.2140891753 -1.023098e-02
## [68,] -0.4362725316 -1.894648e-01 -0.1579150023 0.1867304497 -9.398352e-03
## [69,] -0.4037566759 -1.601433e-01 -0.0925933753 0.1738270464 -8.090855e-03
## [70,] 1.0360500596 3.220059e-03 0.4849300284 -0.7472598628 1.929202e-03
## [71,] 1.3476406085 4.647368e-03 0.7159949110 -1.1439098723 -7.030508e-03
## [72,] -0.7061403569 -2.778073e-02 -1.9095622916 -1.5501594236 2.452272e-02
## [73,] -0.3755768974 -6.259754e-02 0.0657641246 0.2086942082 -2.713060e-03
## [74,] -0.3942020253 7.940487e-02 -0.0598328660 0.0678768784 -8.170544e-03
## [75,] -0.2808033160 3.813437e-02 -0.0586865882 0.1382335213 -9.088136e-03
## [76,] -0.2067342565 -1.277560e-01 -0.0446202592 0.2559603877 -9.338212e-03
## [77,] -0.1759234360 -1.208648e-01 -0.0200788369 0.3065462058 -9.611987e-03
## [78,] -0.1555314273 -7.452777e-03 0.5330973747 0.6211006126 -6.908409e-03
## [79,] -0.1459908914 6.009723e-02 0.8586047143 0.7679278703 -4.681053e-03
## [80,] 2.3559246822 -1.725008e-01 -1.8863990941 1.2040978672 -1.078285e-02
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## [730,] -0.5109639458 -3.393238e-02 0.2148241207 -0.3643789436 -3.513019e-03
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## [821,] -0.9913389305 -1.113126e-01 -0.0703796414 0.1077882226 3.834282e-03
## [822,] -0.4708161580 -1.025018e-01 -0.5776241365 0.4914554549 -1.063020e-02
## [823,] -0.4783190422 4.660830e-02 -0.5594302451 0.4662011035 -1.292613e-02
## [824,] -0.4019790124 -9.211504e-02 -0.5272901100 0.4296811477 -1.003194e-02
## [825,] -0.1859792018 -9.784215e-02 -0.6614221650 0.5353310640 -1.012377e-02
## [826,] -0.1791000854 -9.357041e-02 -0.6473663713 0.5215131309 -9.871696e-03
## [827,] -0.3904293121 -7.275910e-02 -0.4641866637 0.3708900547 -9.121760e-03
## [828,] -0.2999528809 -4.063585e-02 -0.4408583479 0.3772453173 -8.088948e-03
## [829,] -0.2994887955 3.200428e-01 1.3115969865 1.2840749269 -9.623873e-04
## [830,] 0.1764675106 4.753990e-02 -0.3144992470 0.1933380326 -1.685003e-02
## [831,] 1.8700315005 2.053443e-01 0.4016347644 -0.9159407584 -3.787387e-03
## [832,] 1.8935231612 1.952538e-01 0.4850863284 -0.9209461104 -2.127045e-03
## [833,] 0.1726559778 5.099125e-02 -0.1957959862 0.1755857515 -1.288934e-02
## [834,] -0.3498954282 -1.858109e-01 -0.2852992218 0.1111228626 -1.719833e-02
## [835,] -0.4304070451 1.963972e-01 -0.3442872498 -0.4174300265 1.512292e-02
## [836,] -0.5100383266 -2.061448e-01 -0.4458835176 0.4152477097 -1.108911e-02
## [837,] -1.1650753804 -9.993876e-02 -2.7831746161 -0.4037048178 4.578529e-02
## [838,] -0.5767681795 1.865161e-01 -2.5363079450 -0.3898816866 4.954387e-02
## [839,] 0.5864052484 1.421034e-01 -0.2159788354 0.7468126248 2.393682e-02
## [840,] 1.9438072773 1.475340e-01 0.6498660582 -0.8098606867 -9.793377e-03
## [841,] -1.0732610063 6.067803e-02 -0.6220498110 0.9344811063 1.888257e-02
## [842,] -0.7584186161 5.569504e-02 -0.4609094127 0.9970374051 3.089496e-02
## [843,] -0.8985834382 4.967983e-02 -0.5126326982 1.0304313615 3.999594e-02
## [844,] -1.0588157674 3.966019e-01 1.3339958708 2.1559591808 4.488575e-02
## [845,] -1.1552106841 -1.288969e-03 -0.6583628986 1.1934585880 4.323897e-02
## [846,] -1.2636471322 3.560453e-04 -0.5989811802 1.2783324945 4.526487e-02
## [847,] -1.0997497198 3.672478e-01 1.3127708595 2.4224187873 4.626539e-02
## [848,] -1.3314907620 4.087055e-01 -0.7835894010 0.5232012009 7.375413e-02
## [849,] -0.2771032645 2.316564e-01 0.6121314613 0.8991974301 2.648184e-02
## [850,] 0.5057555244 7.005291e-02 -0.1542374190 0.3515364428 1.360355e-02
## [851,] -0.1772742879 2.530392e-01 -0.3247879489 -0.2013988264 3.721103e-02
## [852,] 0.2855450677 1.683563e-01 0.1757682411 -0.1098866376 1.827103e-02
## [853,] 0.2850095988 4.853188e-01 0.7294797555 0.1740097885 1.714980e-02
## [854,] 0.4630122110 2.708262e-01 0.7393406171 0.2082314815 2.162034e-02
## [855,] 0.3063329398 2.153290e-01 0.5645114519 0.0821310942 1.868608e-02
## [856,] -1.2142122240 -7.507698e-02 0.0380524790 -0.6931910173 1.717615e-02
## [857,] -1.2826730254 -6.296429e-02 0.0974498093 -0.6878433112 1.789467e-02
## [858,] 0.4029372258 1.295842e-01 0.8902270268 -1.8586995928 2.933835e-02
## [859,] 1.1597936956 9.902979e-02 0.8882526195 -2.0179549881 1.080274e-02
## [860,] 0.5665382457 1.429359e-01 0.8611321452 -1.5756588728 2.537300e-02
## [861,] -1.1085469274 -6.569804e-02 0.1189098283 -0.3376754652 1.213655e-02
## [862,] -1.2145552321 -8.577419e-02 -0.0441990501 -0.3608931184 1.694118e-02
## [863,] -0.6738265523 -9.836914e-02 0.2837319118 -1.0022965769 7.678619e-04
## [864,] -1.7029991497 -6.443442e-02 0.2578286533 -0.6167359558 1.761148e-02
## [865,] -1.4241211970 -8.731529e-02 0.0414552502 -0.4716870899 1.599482e-02
## [866,] -1.2954893682 4.220823e-03 -1.4836037751 -2.8710453093 3.027974e-02
## [867,] -0.8698367046 -7.482034e-02 0.4070833300 -1.0780364031 -1.540406e-03
## [868,] -0.6754518230 -7.845059e-02 0.4516962839 -0.8237775823 -4.643278e-03
## [869,] -0.7462228981 -9.226158e-02 0.4852687204 -0.8286844988 -6.260300e-03
## [870,] -0.5531176030 -1.023559e-01 0.2375485558 -0.9263886417 -7.083235e-03
## [871,] 5.4022279498 -1.389312e-01 -2.1856013466 1.0036770819 1.853005e-03
## [872,] 5.2073937698 -1.229839e-01 -2.0303825185 0.8892193180 2.387044e-03
## [873,] 1.5286801193 8.447501e-02 0.9014835270 -1.6273823569 4.402138e-03
## [874,] 3.9073986065 -3.224602e-01 -3.1401582743 2.1190199090 -6.735302e-03
## [875,] -0.3638142960 -8.198690e-02 0.0263984558 -0.4183390281 4.037583e-04
## [876,] -0.4053249660 -7.074371e-02 0.0640544237 -0.4750670637 1.077148e-03
## [877,] 4.7170839122 -3.473867e-01 -3.4180840069 2.2640194195 -1.260771e-02
## [878,] -1.0226429429 -3.271610e-02 0.6295052266 -0.7343079578 3.549007e-03
## [879,] 3.4279918427 -2.774891e-01 -2.6569109423 1.8178863249 -4.237287e-03
## [880,] -0.3727803261 -6.058421e-02 0.4314438795 -0.8127508461 -4.068149e-03
## [881,] 2.5549157428 -2.090117e-01 -1.9535972956 1.2527153948 -6.905396e-04
## [882,] 1.8661557290 -1.873143e-01 -1.4871264698 0.8072255146 5.913517e-04
## [883,] -0.8075666339 -2.598438e-02 0.5098591960 -0.8338933068 6.305583e-03
## [884,] 1.1964047229 -1.126807e-01 -0.7745698209 0.4816567246 3.642759e-03
## [885,] 1.2969260331 -7.231024e-02 -0.6150494947 0.6205474905 5.257916e-03
## [886,] 1.0196309284 -8.857222e-02 0.1078192552 -0.2606702025 1.045632e-02
## [887,] 1.1080976010 -1.428991e-01 0.1945301815 -0.5646257884 -1.227437e-02
## [888,] 0.3721426762 1.451159e-01 1.4255501479 0.8143081667 9.947430e-03
## [889,] 0.4192493970 -1.327715e-01 -0.0695998202 0.0102687264 5.383990e-03
## [890,] 0.2028403384 2.397493e-01 -0.0590038099 -0.5142042161 3.455027e-02
## [891,] 0.4432617425 -1.536172e-01 -0.0920201423 0.0475215490 -3.127751e-04
## [892,] 0.4369102361 -1.653666e-01 -0.0763523147 0.0910841424 -3.522954e-03
## [893,] 0.5019788538 -1.976981e-01 -0.0943745082 0.1299775991 -8.679599e-03
## [894,] 0.5118445142 -1.934633e-01 -0.0405468214 0.1547860179 -1.533410e-02
## [895,] 0.2622901223 -1.097100e-01 -1.7859825328 -1.4014639575 1.001447e-02
## [896,] 0.2621841247 2.869782e+00 -0.4513242330 0.2416854760 -6.610606e-02
## [897,] 0.0745646676 5.179598e+00 -0.7739934047 0.2842545424 -9.608120e-02
## [898,] 0.3832104874 8.620436e-01 0.0540120441 0.1061209162 -2.742732e-02
## [899,] 0.4865130828 -4.178572e-02 -0.2602849190 0.6077326814 3.690730e-04
## [900,] -0.0767997660 -2.677276e-01 -0.4064363906 0.6790456268 5.080326e-05
## [901,] 1.7098618766 -8.287092e-02 0.3206663761 -0.2116993697 -3.295163e-02
## [902,] 0.2337500632 -8.715189e-02 -0.1393327701 0.7192567620 -9.280891e-03
## [903,] -1.0917685100 9.764203e+00 -2.1506778023 1.1122323539 -1.757902e-01
## [904,] -0.5049067673 -3.357719e-01 -0.4541996704 0.7812829167 -1.056851e-02
## [905,] -0.5698358615 -3.147477e-01 -0.4678443330 0.8694350876 -1.525128e-02
## [906,] -0.2753940546 -1.024906e-01 -0.3262473157 0.9523558479 -5.717820e-03
## [907,] -0.3321213389 -1.912828e-01 -0.3901560825 1.0946896292 -1.124853e-02
## [908,] 1.3339377448 -1.963273e-01 0.3470770738 -0.3447043663 -5.189984e-02
## [909,] -0.4717579690 -8.678281e-02 -0.3617184493 1.2006506134 -1.378210e-02
## [910,] -0.5795240258 -1.886676e-01 -0.4643900702 1.0519888037 -1.347450e-02
## [911,] 1.1106208107 -1.843564e-01 0.6134651235 -0.3239866122 -5.961654e-02
## [912,] 0.4605170049 -1.749661e-01 -0.3293345016 0.4986292735 -1.124841e-02
## [913,] 0.3085160282 -1.605202e-01 -0.1865786108 0.3758157397 -1.638131e-02
## [914,] 0.3225222951 -2.119599e-02 -0.2191628349 0.3487074989 -1.858124e-02
## [915,] 0.6989146900 -4.735217e-02 -0.0219749709 -0.0142573572 -2.730461e-02
## [916,] 0.3763886491 -1.631374e-01 -0.1673638277 0.2934798748 -1.509722e-02
## [917,] 0.5157243292 -1.605724e-01 -0.2121112959 0.3622825335 -1.562158e-02
## [918,] 0.5174144876 -1.581158e-01 -0.2391763665 0.3318138254 -1.592374e-02
## [919,] 0.5455528871 -1.419631e-01 -0.1988755065 0.3300066555 -1.565179e-02
## [920,] 0.5530921249 -1.162240e-01 -0.2044359658 0.2800060470 -1.477153e-02
## [921,] 1.3910046960 4.020060e-02 0.1738852569 -0.2993868764 -1.064834e-02
## [922,] 0.5547523876 3.368684e-01 -0.2109131924 0.2694184647 -2.113763e-02
## [923,] 0.6134135591 -9.226431e-02 -0.1159850917 0.2296054300 -1.399888e-02
## [924,] 0.9968071608 -1.279011e-01 0.0257802097 -0.1816210809 -1.751429e-02
## [925,] 0.5867556441 3.155858e-02 -0.1426480782 0.1773387843 -1.354460e-02
## [926,] 0.5346065976 3.650662e-01 -0.1244467459 0.1913907098 -1.975669e-02
## [927,] 2.0730419778 5.707006e-02 -0.1689002285 0.3850404025 -1.812551e-02
## [928,] 1.8340149350 6.246703e-03 -0.1268880692 0.2846906169 -1.872641e-02
## [929,] 1.6439417164 -3.227879e-02 -0.0838170131 0.1958904446 -1.919410e-02
## [930,] 1.3676264623 -1.799639e-02 0.0756598733 -0.1359864969 -1.349410e-02
## [931,] 1.0928702489 -9.451719e-03 0.2806380853 -0.2925297819 -1.306884e-02
## [932,] 1.2156412536 1.739842e-02 0.3015621224 -0.2589572293 -1.313838e-02
## [933,] 2.0702979145 7.150083e-02 0.3578620660 -0.4852230945 -8.777079e-03
## [934,] 1.0575264260 -3.358398e-02 0.2872636045 -0.3260944134 -1.294734e-02
## [935,] 1.3097321409 -2.222626e-02 0.1562076741 -0.1883484075 -1.265029e-02
## [936,] 1.4304575446 1.456114e-01 0.1892490499 -0.1617995409 -1.331431e-02
## [937,] 1.4885258490 -5.032384e-02 0.2279291142 -0.4536563659 -1.827153e-02
## [938,] 1.1511262904 -4.291644e-02 0.1594186942 -0.2160007933 -1.057307e-02
## [939,] 0.9550044787 3.815991e-02 0.2529420260 -0.3017462355 -1.003813e-02
## [940,] 0.9707615653 -3.593692e-02 0.2382115893 -0.3228455604 -7.737739e-03
## [941,] 1.1640322667 2.174635e-02 0.2855621701 -0.1843196605 -6.469145e-03
## [942,] 0.3776975811 -2.203370e-01 -0.1684339457 0.3547173563 -5.302535e-02
## [943,] 0.1358669762 -1.460694e-01 -1.6634036772 -0.9957979755 -2.608244e-02
## [944,] 1.2057099209 -2.112295e-01 0.2947908945 -0.2853074529 -7.927921e-02
## [945,] 0.3778074785 -2.219701e-01 0.0038899310 0.2880637474 -5.958142e-02
## [946,] 0.9307365850 -5.137215e-02 0.2230748211 -0.0706763878 -6.483335e-02
## [947,] 0.9795800945 6.207166e-02 0.2277915000 -0.0379300644 -6.870913e-02
## [948,] 0.4267653516 -2.552281e-01 -0.1258180656 0.2181739342 -7.172608e-02
## [949,] 0.4481240660 -2.647648e-01 -0.0667250256 0.2582164352 -7.457194e-02
## [950,] 0.4232894980 1.530402e-02 1.5309783781 1.1580867818 -7.178741e-02
## [951,] 1.2732931849 -3.428637e-01 0.1295931675 -0.5322960119 -1.133192e-01
## [952,] 0.1638021195 -2.039873e-01 -1.6999084843 -1.1529471422 -6.683606e-02
## [953,] 0.3583065196 -2.963216e-01 -0.4025024310 0.0004581151 -9.619845e-02
## [954,] -0.7757115326 3.081120e-01 2.2388678987 0.9606397196 -4.694097e-04
## [955,] -0.7741916645 -6.158351e-02 0.2468969161 -0.1475841104 -8.388819e-03
## [956,] -0.6850063140 -6.165677e-02 0.2181857900 -0.0227368226 -1.014248e-02
## [957,] 0.3169524599 -7.340277e-02 -0.3440166893 0.7175215083 -1.121897e-02
## [958,] -0.8883276783 9.143405e-03 0.0952295879 -0.3257046012 4.099387e-04
## [959,] -0.8171327975 -3.916712e-02 -0.2800178771 -0.4548051015 -6.104210e-04
## [960,] -0.1176578108 -7.853790e-02 -0.8132170306 -0.0483399374 -1.787564e-03
## [961,] -0.1311756175 -5.434867e-02 -0.5749139132 0.0240267316 -1.837741e-03
## [962,] -0.2505773278 -4.909924e-02 -0.3438173941 -0.1091410334 -1.110679e-03
## [963,] -0.0123284323 -7.513187e-02 -0.1983298883 0.4269404145 -1.034451e-02
## [964,] -0.6495514830 -4.432064e-02 0.1215665334 -0.0544635152 -7.160733e-03
## [965,] -0.1964181161 -8.312328e-02 -0.1474999801 0.2252348804 -9.356620e-03
## [966,] 1.7338988098 -3.680247e-02 0.3778352582 -0.6852729617 -1.803288e-02
## [967,] 0.5903235195 2.903203e-01 0.0204609008 -0.7575449656 1.212061e-02
## [968,] 0.6068745924 2.829036e-01 0.0098317610 -0.7589686386 1.221502e-02
## [969,] 0.2391069615 -6.522564e-02 -0.3009171855 0.2222818200 -3.351931e-03
## [970,] 0.1763357278 1.090841e-01 -0.5217089080 -0.0885135016 4.501311e-03
## [971,] 0.2654864934 2.926088e-02 -0.2294461754 0.1284290425 2.274667e-03
## [972,] 0.3014799651 -6.412970e-02 -0.2410074788 0.2033520726 -1.896401e-03
## [973,] 0.3223426136 -5.521971e-02 -0.1693463603 0.2297099317 -2.179716e-03
## [974,] 0.3096390723 -2.645569e-02 -0.2057682759 0.1606320081 1.087500e-03
## [975,] 0.3856582261 1.203238e-01 0.5085693312 0.5527396393 3.180249e-03
## [976,] 0.5151392445 -1.343669e-01 -0.1564976144 0.3922555252 -1.493138e-02
## [977,] 0.7693003641 -1.492598e-01 -0.3423388422 0.5058306347 -1.538892e-02
## [978,] 0.7582318719 -1.485283e-01 -0.3463799780 0.5140255988 -1.472502e-02
## [979,] 0.5025007359 -1.098582e-01 -0.1216427412 0.1094321883 -7.241692e-03
## [980,] 1.1104208674 -2.162495e-03 0.4409448387 -0.5865619441 -1.322637e-03
## [981,] 1.2922589871 -1.832147e-02 0.2946361968 -0.4651891165 -1.690049e-03
## [982,] 0.2814955334 -1.133565e-01 0.0304763620 0.0185282825 -7.791070e-03
## [983,] 0.3838918747 -1.104264e-01 -0.0559886120 -0.0466907580 -5.529103e-03
## [984,] 0.3320433939 -1.026279e-01 0.0478646763 -0.0840727416 -4.597521e-03
## [985,] 0.3164347375 -9.465384e-02 0.0497968629 -0.1409308671 -3.331570e-03
## [986,] 0.3136689602 -9.946275e-02 0.0615123342 -0.1683652521 -3.324785e-03
## [987,] 0.2822806236 -3.252849e-02 0.1113489068 -0.1347419185 -4.224165e-03
## [988,] 0.2351205250 -4.173240e-02 0.0876611079 -0.2628057675 2.533917e-03
## [989,] 0.1479012979 -6.488888e-02 0.1947648322 -0.3136360310 7.674586e-04
## [990,] 0.1979827948 -4.449130e-02 0.1343887470 -0.3604566484 3.436402e-03
## [991,] -0.8084540535 -2.570847e-01 -0.1001046039 0.1927142578 2.093318e-02
## [992,] -0.4429081441 -2.527825e-01 0.0195937514 -0.1784973080 1.500089e-02
## [993,] -0.7524675453 -3.428943e-01 -0.1427032031 0.2126561106 1.853117e-02
## [994,] 1.2770513021 -1.608882e-01 0.3719344152 -0.7672959955 3.188789e-02
## [995,] 1.2647669978 -1.390125e-01 0.4590610678 -0.7533898815 3.489888e-02
## [996,] -0.0935071867 -3.395723e-01 -0.1149261571 -0.0244372367 1.168101e-02
## [997,] -0.6612031793 -3.338795e-01 -0.1314708638 0.1303939025 2.292573e-02
## [998,] -0.6692734312 -3.605354e-01 -0.0967727438 0.1215957522 1.882854e-02
## [999,] -0.3819220772 -3.837754e-01 -0.2962731778 0.2972657900 2.119939e-02
## [1000,] -0.3069717940 -3.806055e-01 -0.2904118484 0.3134456051 2.441451e-02
## [1001,] -0.3160510041 -3.915278e-01 -0.2721230458 0.2839671726 2.291147e-02
## [1002,] -0.3358076685 -3.983355e-01 -0.2356543214 0.2549594657 2.218862e-02
## [1003,] -0.5643290667 -4.151598e-01 -0.0617911679 0.1306475100 2.695476e-02
## [1004,] -0.5557836337 -4.312532e-01 -0.0709736272 0.0769185041 2.785944e-02
## [1005,] -0.5762835921 -4.508678e-01 -0.0647764757 0.0502244138 2.867729e-02
## [1006,] -0.2841687067 -2.148625e-01 -0.5831101384 1.0121761398 -1.145163e-02
## [1007,] 1.1293434455 -6.004641e-02 0.0412539025 0.0501583080 -1.548260e-03
## [1008,] -0.2674286265 -2.204500e-01 -0.5665654952 0.9746546516 -1.502309e-02
## [1009,] -0.2284348289 -2.106121e-01 -0.5512515362 0.9623581614 -1.433484e-02
## [1010,] -0.1155916618 -1.415520e-01 0.2284209255 -0.4789861305 -1.700162e-02
## [1011,] -0.5944757472 -1.288579e-01 -0.1744209863 0.2432673124 -1.737056e-03
## [1012,] -0.4712251811 -1.181043e-01 -0.1750321394 0.2440377368 3.254065e-03
## [1013,] 0.2564483715 -1.429363e-01 0.1482917620 -0.2085929759 -1.592347e-02
## [1014,] -0.4912823726 -1.536562e-01 -0.2948470948 0.5358939618 2.762570e-03
## [1015,] -0.3926896147 -1.255202e-01 -0.2402587684 0.5681049517 3.086070e-03
## [1016,] -0.3084079386 -1.282769e-01 -0.3068499319 0.7097339453 1.878351e-03
## [1017,] 0.9463981056 3.141816e-03 0.1683946295 -0.0483286967 7.805288e-03
## [1018,] -0.2814469506 -1.892203e-02 -0.2484420430 0.5106630432 5.508519e-04
## [1019,] -0.3935564107 7.975700e-01 -0.3474031124 0.4638567241 -1.455996e-02
## [1020,] -0.3725384341 -3.153429e-02 -0.2150536409 0.4419125576 1.831068e-04
## [1021,] 0.2820311235 -1.603965e-01 -0.3818277566 0.7165713999 -2.777223e-02
## [1022,] 2.0094627688 3.726666e-01 2.2843886765 0.6532506895 -9.692330e-03
## [1023,] 2.0800092210 3.944625e-01 2.3345207800 0.6137901283 -9.850978e-03
## [1024,] -0.5730077595 -1.016572e-01 -0.0076695785 0.0855963077 -6.151729e-03
## [1025,] -0.5838974665 2.652848e-01 1.8971771921 1.0808867413 3.037823e-03
## [1026,] -0.6159576080 -7.918812e-02 0.0275094306 0.0230731753 -3.960847e-03
## [1027,] -0.5336456496 -1.267350e-01 -0.0956080067 0.0997839075 -6.552756e-03
## [1028,] -0.4075273722 2.549741e-01 1.7603972172 1.2682665354 9.677927e-04
## [1029,] -0.2957326651 3.769162e-01 0.0364361734 -0.8408320858 2.379881e-02
## [1030,] -0.0614119868 -3.005840e-01 -0.4135678083 0.7217718252 -8.672601e-03
## [1031,] -0.0391167180 -2.888913e-01 -0.3962436126 0.6983823934 -8.430542e-03
## [1032,] -0.0624671003 -2.330089e-01 -0.3471518777 0.6454463447 -6.924616e-03
## [1033,] 0.2321899416 -2.062998e-01 -0.2232856227 0.3894431363 -1.395323e-02
## [1034,] 0.3167293428 -2.441097e-01 -0.2133663465 0.4050089548 -1.241826e-02
## [1035,] -0.0148048662 -2.222511e-01 -0.3542500381 0.6661668600 -3.654975e-03
## [1036,] -0.0192996293 -1.731078e-01 -0.3457601031 0.6915059474 -2.456748e-03
## [1037,] 1.3984085166 6.806247e-02 0.2253119022 -0.3041734762 3.788691e-03
## [1038,] -0.0306990560 -1.835363e-01 -0.3227307959 0.6472414809 1.666900e-03
## [1039,] -0.0117886183 -2.818608e-01 -0.2753435685 0.6398485404 -9.212652e-04
## [1040,] -0.0432546521 2.558407e-01 -0.3771251823 0.6584886464 -7.378412e-03
## [1041,] -0.0849179066 1.019239e+00 1.4681115797 1.6422735393 -7.735285e-04
## [1042,] 0.4217868968 2.292159e-01 -0.1667406595 0.2592943040 -1.280237e-02
## [1043,] -0.0449151535 -2.799232e-02 -0.1678147455 0.6898161757 6.059511e-03
## [1044,] 0.4000424987 5.278004e-01 0.9929369536 0.8782845691 -1.157686e-02
## [1045,] 0.0979403411 -2.872950e-01 -0.3215524926 0.6448094681 1.100574e-02
## [1046,] 1.0013372688 -3.229348e-01 0.2175206264 -0.4371540368 -2.104640e-02
## [1047,] 0.9828587518 -3.155354e-01 0.1326142383 -0.5166394656 -2.026538e-02
## [1048,] 1.6256107206 -2.495036e-01 0.3840191683 -0.8634885511 -2.242052e-02
## [1049,] 1.5643140836 -9.394118e-02 0.3960311848 -0.8473923936 -2.519300e-02
## [1050,] 1.7251079145 -2.948190e-01 0.5251600318 -0.9856966097 -3.248398e-02
## [1051,] 0.9619901837 -3.846520e-01 0.2193643090 -0.5722986979 -3.345972e-02
## [1052,] -0.1936523462 -3.522269e-01 -0.3315347723 0.5511838897 -8.648649e-03
## [1053,] -0.1642241588 -3.460767e-01 -0.3460781259 0.5091390985 -4.123727e-03
## [1054,] -0.2111627978 7.062420e-01 -0.5445364090 0.5150182209 -2.620665e-02
## [1055,] -0.2610848815 4.009943e-01 -0.5579418794 0.3759782505 -2.234084e-02
## [1056,] -0.3396488543 2.056179e+00 -0.8298686876 0.3838583846 -4.869534e-02
## [1057,] -0.1894001783 1.942124e-01 -0.2769078244 0.3781510832 -2.192397e-02
## [1058,] 0.9699394423 3.600638e-01 1.3400905460 -0.0590862973 -5.064425e-02
## [1059,] 1.0192247101 -3.316863e-01 0.0720866209 -0.2603740377 -1.032884e-02
## [1060,] 0.9180167298 -1.921439e-01 0.1392685230 -0.4473261355 -5.352476e-03
## [1061,] 0.9802556256 -3.884639e-02 0.7839838689 0.0169269886 -1.048078e-02
## [1062,] 1.2879346953 3.128431e-01 0.4448293754 -1.2700431817 3.177319e-02
## [1063,] 0.7516725643 -3.076484e-01 -1.8542975403 -2.0379899973 1.665486e-02
## [1064,] 0.2067383247 -2.824731e-01 -2.0693447302 -1.5373458822 3.252883e-02
## [1065,] 0.1722476994 -4.228784e-01 -0.2514299023 0.3332046254 -6.342012e-02
## [1066,] 0.4417720651 -3.219864e-01 -0.1656663287 0.0871260402 1.177348e-03
## [1067,] 1.0963818016 -3.289468e-01 0.3148857865 -0.3735910458 -1.679812e-02
## [1068,] 0.4691319448 -3.164628e-01 0.4446927693 0.4139816795 1.082426e-03
## [1069,] 0.4834344725 -1.397745e-01 1.1354655260 0.8138774911 -5.959507e-04
## [1070,] 0.4707173909 -5.212512e-02 1.7320050801 1.0876089925 1.030438e-02
## [1071,] 0.5157465254 3.070493e-02 -0.3886722244 0.7277459795 -3.187576e-03
## [1072,] 0.5544667795 6.176525e-02 -0.3823363965 0.6947789249 5.701489e-04
## [1073,] 0.5614284254 2.309541e-03 -0.3740192148 0.6393897834 -7.246619e-05
## [1074,] -0.4646636347 1.069801e-01 0.3923416311 -0.4239235597 2.132817e-02
## [1075,] -0.3855684775 3.341496e-01 0.0553852017 -0.2386866256 1.903776e-02
## [1076,] 0.9193397419 -2.029618e-02 0.0227903478 0.0599408243 8.000214e-04
## [1077,] 0.9082237621 2.241585e-02 0.0163137850 0.0405157351 -1.858745e-03
## [1078,] 0.6163024645 6.073848e-01 -0.0053071326 -0.6122263130 3.694567e-02
## [1079,] 0.9729622681 7.842280e-02 0.0271982998 0.0575130657 3.611757e-03
## [1080,] 0.9260116835 -6.630855e-02 0.0731300530 -0.0067333262 4.296455e-03
## [1081,] 0.9377453748 -1.154242e-01 0.1587115883 0.1044452294 3.524090e-03
## [1082,] 0.9037977990 7.813544e-02 0.0218476809 -0.0067424602 4.911005e-03
## [1083,] 0.8678102615 -3.422374e-03 0.0185676277 -0.0097734797 4.863536e-03
## [1084,] 1.4619746214 1.421966e-01 0.7711813430 -0.1337007036 -1.488422e-02
## [1085,] 1.3821598334 4.564907e-01 1.1016285920 -0.0334725114 -1.092424e-02
## [1086,] 0.4996280848 1.193803e+00 -0.5895234230 -0.7644044797 2.110238e-02
## [1087,] 1.3591167620 1.308071e+00 1.8820335288 0.4249944018 -1.509021e-02
## [1088,] 0.1265013271 -2.994863e-01 -0.7156714780 0.9923503482 -2.784876e-02
## [1089,] 0.0111926843 3.935884e-01 1.1698049357 0.2563119728 -7.825911e-03
## [1090,] 1.4271939407 5.818425e-01 3.1162551155 -0.2048068692 1.753190e-02
## [1091,] -0.8308800325 1.714287e-01 2.1755374108 0.8569925805 1.954336e-03
## [1092,] -0.1034663996 -8.869370e-02 -0.1535413847 0.4226950323 -1.083844e-02
## [1093,] -0.1955755070 -1.066549e-01 -0.1534694872 0.4047085295 -1.025125e-02
## [1094,] -0.1889682050 -1.040045e-01 -0.1343144312 0.3779171389 -9.992728e-03
## [1095,] 1.2049210157 2.761095e-03 0.4450331290 -0.5708751599 2.993948e-03
## [1096,] 1.2102174123 1.032951e-02 0.4524596880 -0.5674439237 3.800771e-03
## [1097,] -0.2108379068 -1.378500e-01 -0.1590548208 0.3704883697 -4.472713e-03
## [1098,] -0.2347785561 -1.216643e-01 -0.1530788464 0.3013281631 -2.251914e-03
## [1099,] -0.2685113364 -9.893538e-02 -0.1331416667 0.2362167586 -3.819165e-03
## [1100,] 0.1633940690 -8.869529e-02 0.1249456391 -0.2697517101 -1.489635e-02
## [1101,] -0.3536843127 -7.489205e-02 -0.1400379946 0.2361650908 5.041795e-04
## [1102,] -0.6720401427 4.408651e-02 -1.7939617534 -1.3770207495 3.660243e-02
## [1103,] -0.3924318861 -6.918949e-02 -0.0981497841 0.1486984408 3.329258e-03
## [1104,] -0.3680862967 -7.342434e-02 -0.1159355868 0.1584113267 3.053780e-03
## [1105,] -0.3386424886 -9.527113e-02 -0.0672422624 0.1911565570 9.958909e-04
## [1106,] -0.3317132053 -6.685530e-02 -0.0448820153 0.1277696667 3.215017e-03
## [1107,] 0.5745884919 -1.283759e-01 -0.1141711682 0.0429519225 -8.543903e-02
## [1108,] 0.5474195243 -1.043774e-01 -0.3572654565 -0.1645915447 -8.529385e-02
## [1109,] 0.6130140055 -2.143862e-01 -0.0796252209 0.0976574025 -9.358142e-02
## [1110,] 0.3754034369 -1.115266e-01 -1.7574745332 -1.3436998028 -7.574642e-02
## [1111,] 0.5763758147 7.024382e-02 1.5291005341 1.0208425398 -1.023553e-01
## [1112,] 0.5752361535 -1.669365e-01 -0.0833428741 0.1465444191 -1.180122e-01
## [1113,] -0.5511983595 -2.319149e+00 -0.7492232159 0.6127351599 -3.881507e-01
## [1114,] -1.6257781361 1.626643e+00 -0.7576325031 -0.3292618957 -4.460663e-01
## [1115,] -1.4288073546 -2.350560e+00 -0.1445722485 -0.5940989124 -4.012005e-01
## [1116,] -1.4687704325 -1.361089e+00 -0.2286685942 -0.5033711626 -4.340322e-01
## [1117,] -1.4156773701 -2.316455e+00 0.0023042477 -0.5067797081 -4.394729e-01
## [1118,] -1.3312350410 -3.030348e+00 0.1071506978 -0.5117913539 -4.636471e-01
## [1119,] -1.6246727667 -2.193963e+00 -0.9294944207 -1.4389709331 -4.666763e-01
## [1120,] -0.8341475929 -2.844832e+00 0.5610034772 -0.8952584571 -4.988733e-01
## [1121,] -1.5246060038 -3.064513e+00 0.5050904041 -0.5269943125 -5.228429e-01
## [1122,] -0.8388068161 6.279698e+00 -0.1860438801 -1.0197695015 -7.295455e-01
## [1123,] 0.2374040750 -1.880726e+00 -0.2958052430 0.1360532425 1.933570e-01
## [1124,] 0.2148130775 -1.283110e+00 -0.3816785271 0.1534072914 1.839010e-01
## [1125,] 0.2345726188 -1.363227e+00 -0.3659049440 0.1426217237 1.827749e-01
## [1126,] 0.2986092472 -1.687632e+00 -0.2793613077 0.1553791372 1.858954e-01
## [1127,] 0.3147609960 -1.737543e+00 -0.2865161908 0.1902799424 1.804580e-01
## [1128,] 0.0670798372 -1.932701e+00 -1.9295728639 -1.3372479610 2.120082e-01
## [1129,] 0.6718868011 -1.774016e+00 -1.3652732348 -1.5482752843 2.053483e-01
## [1130,] 0.9200363722 -1.736873e+00 -0.0008996840 -0.2631376094 1.698004e-01
## [1131,] 0.3582260914 -1.393461e+00 -0.3340186608 0.1295861572 1.510042e-01
## [1132,] 0.9509724625 -1.494776e+00 1.6830134293 0.5370602425 1.391614e-01
## [1133,] 0.3074314939 -1.631140e+00 -0.2761049846 0.0171135635 1.428006e-01
## [1134,] 0.3271135466 -1.598237e+00 -0.1353000484 0.1233742189 1.312498e-01
## [1135,] -0.4189126981 3.783395e-01 -0.2871465865 -0.5128071401 3.717237e-02
## [1136,] -0.1578123128 3.212253e-01 1.5149349255 0.9416177300 1.110686e-02
## [1137,] -0.2950778105 -4.479010e-02 0.2781927105 -0.4963003601 -7.438595e-03
## [1138,] -0.6213629944 -4.234823e-02 0.2002702495 -0.1621496156 2.261196e-04
## [1139,] -0.2205863759 -7.007941e-02 -0.0657330120 0.0056551251 -5.988350e-03
## [1140,] -0.3244485910 -3.794882e-02 -0.0906808235 -0.1024528634 -1.377948e-03
## [1141,] -0.3710716973 -5.935703e-02 -0.0805570438 -0.1177908089 -2.308600e-03
## [1142,] -0.5701592931 -5.207434e-02 0.0467078838 -0.2475936047 -2.661557e-03
## [1143,] -0.2566958789 -7.331265e-02 0.1847229296 0.1495217961 -8.797586e-03
## [1144,] 1.2155563322 8.938508e-02 0.4832452684 -1.0361300019 3.455235e-03
## [1145,] -0.1414241345 -4.570069e-02 -0.0339358251 -0.1103247132 -6.260067e-03
## [1146,] -0.3054226111 -8.410238e-02 0.0314380743 -0.1599798806 -7.991971e-03
## [1147,] -0.2177416425 -6.922877e-02 0.1509867827 -0.0900043446 -9.065187e-03
## [1148,] -0.2449941042 -7.820500e-02 0.0646717744 -0.1966220215 -2.062844e-03
## [1149,] -0.5358584713 1.129482e-01 -0.7127223910 0.7633843120 7.298262e-03
## [1150,] -0.7309996710 -3.033558e-02 -2.0978211022 -0.5238978736 3.125121e-02
## [1151,] -0.4704791067 -8.962874e-02 -0.2458971883 1.0493684656 5.236030e-03
## [1152,] -0.5563160589 -4.855058e-02 -0.4027446940 0.6964161933 1.223179e-02
## [1153,] -0.5598594972 -2.572321e-02 -0.1088267070 0.8816905198 7.492259e-03
## [1154,] -0.5115307835 -7.312178e-02 -0.1667215717 0.8873221897 1.025811e-02
## [1155,] 0.3902241819 -4.596043e-02 0.2942688731 0.2073080013 -9.477777e-03
## [1156,] -0.4801600632 -3.893737e-02 -0.2247397840 0.8202890408 1.396384e-02
## [1157,] -0.3814496178 -3.968717e-02 -0.5526847082 0.6048502817 1.583658e-02
## [1158,] 0.4492501640 1.075168e-01 -0.0882021071 -0.1890644828 -8.310553e-03
## [1159,] 0.8718210500 5.613726e-01 1.3167266717 0.5667175946 2.894083e-02
## [1160,] -0.3677740450 3.409504e-01 -0.6101405658 0.5917385982 1.521895e-02
## [1161,] -0.4316900553 1.812300e+00 0.4883093956 1.2684785191 5.870073e-03
## [1162,] -0.4163521176 4.046346e-01 -0.6450451386 0.4674784086 2.075990e-02
## [1163,] -0.5927191821 6.179828e-01 -0.7123394002 0.4610428267 1.627030e-02
## [1164,] 0.3448938808 -3.476347e-02 -0.4799191438 0.6444168272 -5.166632e-03
## [1165,] -0.8287588809 -1.030204e-01 -2.0707909495 -1.6207667625 3.024673e-02
## [1166,] -0.6214980165 -1.838220e-01 -0.2563520285 -0.1569417011 3.455835e-03
## [1167,] 0.2626150139 -1.839060e-03 0.1351183463 -0.5650989177 -3.384634e-03
## [1168,] -0.1980566833 -9.372361e-05 -0.0199885553 -0.1863277966 7.483387e-03
## [1169,] -0.2662714522 2.860857e-02 0.0389154990 -0.2485442552 9.354402e-03
## [1170,] -0.3919335257 -1.447715e-02 0.1091333801 -0.3059503083 4.653126e-03
## [1171,] -0.2747271058 -5.552615e-02 0.2509540338 0.0222808025 -5.022306e-04
## [1172,] -0.3323911879 -7.770104e-02 0.2496123923 -0.0518465065 -1.741421e-03
## [1173,] -0.3827250606 -5.983476e-02 0.2709637011 -0.2062578930 1.179323e-03
## [1174,] -0.4184674009 2.908379e-01 2.1140956835 0.7825883980 1.040262e-02
## [1175,] -0.4054565004 -3.684190e-02 0.1645628894 -0.3741240121 1.207816e-02
## [1176,] 0.0996244272 -1.936431e-01 -0.8585668872 0.6384838985 -9.541421e-03
## [1177,] -0.4294117149 -1.448577e-01 -0.6347493661 -0.2514184488 9.225815e-04
## [1178,] -0.3404466748 -2.031348e-01 -0.2572500145 0.1575068626 -2.437144e-03
## [1179,] -0.3641637537 -1.884733e-01 -0.2310359820 0.1618529258 -5.539340e-03
## [1180,] -0.1192804022 -1.866919e-01 0.0717420172 -0.2859475931 -9.832505e-03
## [1181,] 0.0552011074 -1.930138e-01 -0.0261343914 -0.2089890824 -1.429092e-02
## [1182,] 0.9035355499 -3.835004e-02 0.5518840239 -0.9045068553 7.021477e-03
## [1183,] 1.1179035608 -5.382653e-02 0.4268951852 -0.7758187326 8.548846e-04
## [1184,] -0.3096238623 -2.194602e-01 -0.1747548236 0.1458964255 -2.965605e-03
## [1185,] -0.4498504749 -1.829853e-01 -0.8209254194 -0.4473072791 1.082691e-02
## [1186,] -0.3947346072 -1.991519e-01 -0.4168124556 -0.1029337309 2.696310e-03
## [1187,] -0.4428150187 -8.925213e-02 0.6482579712 0.4352703295 2.703505e-03
## [1188,] -0.3499081623 4.787438e+00 -0.3946684635 0.0138030876 -4.715981e-02
## [1189,] -0.0257181581 -7.323571e-02 -0.0060078930 -0.3857356255 2.946774e-02
## [1190,] 0.0316409608 -1.975901e-01 0.1281375534 -0.3365267247 2.802732e-02
## [1191,] 0.0047412653 2.256416e-01 0.0645972456 -0.3274432102 2.296167e-02
## [1192,] 0.0050952279 2.604126e-01 0.0887931828 -0.3809902458 2.461595e-02
## [1193,] 0.1046705904 -2.071398e-01 0.1378032568 -0.2950514783 2.428717e-02
## [1194,] 0.1739564550 -3.267021e-01 0.1977150598 -0.2220850186 2.047313e-02
## [1195,] 0.1420401160 -3.235410e-01 0.1206533861 -0.3065532449 2.459009e-02
## [1196,] 0.7308581749 -2.675202e-01 0.6322756832 -0.5210341703 2.700133e-02
## [1197,] 0.4322995928 -5.784170e-02 -0.5696427927 -1.8250069868 6.251252e-02
## [1198,] 0.0556851164 3.111902e-02 1.0071644872 0.0788290623 2.400499e-02
## [1199,] 0.0271933675 6.461788e-01 0.8224561028 0.0500905475 1.454604e-02
## [1200,] -0.0038408072 3.845938e-01 0.9040870628 -0.0022640327 2.085045e-02
## [1201,] 0.0240973983 4.090961e-01 0.8088881539 -0.0715293382 2.083356e-02
## [1202,] 0.0144887826 5.630510e-01 1.7038956652 0.3217213467 2.772615e-02
## [1203,] -0.8365296343 -1.147546e-01 0.3446348110 -0.8810522969 -2.610389e-03
## [1204,] 0.7557827774 9.491757e-02 1.2293473830 -2.1501659355 1.037854e-02
## [1205,] -1.1575825368 -9.563111e-02 0.2186213402 -0.6078897843 6.958361e-03
## [1206,] -1.1453425951 -1.022527e-01 0.2297128766 -0.6168199771 7.266938e-03
## [1207,] -0.7129437312 -1.031644e-01 0.3891249798 -0.9039141421 -2.936973e-03
## [1208,] -0.7796775718 -9.788197e-02 0.0048690066 -0.4063600457 2.894775e-03
## [1209,] -0.8143458166 -9.205422e-02 0.5051141178 -1.0707644821 -4.978572e-03
## [1210,] -1.1978234338 -1.012799e-01 0.3498622970 -0.6004834353 3.490122e-03
## [1211,] -1.1398258753 -9.925473e-02 0.3200902176 -0.5463318272 2.318476e-03
## [1212,] -1.0164790821 -1.147413e-01 0.2503345307 -0.4233909137 5.138559e-04
## [1213,] -0.8025655287 -1.249272e-01 0.1154362089 -0.2958535520 -4.421045e-04
## [1214,] -0.8046210340 -1.161818e-01 0.1369781096 -0.3173090920 5.632177e-03
## [1215,] -0.7026077988 -1.260783e-01 0.0502657915 -0.1961305411 3.609472e-03
## [1216,] -0.7174999267 -1.154251e-01 0.0995435243 -0.1270686662 3.360562e-03
## [1217,] -0.8124112105 -1.401516e-01 0.0564387616 -0.2775848111 5.104333e-04
## [1218,] 0.9457657104 1.426567e-01 1.0508324706 -1.6334270951 8.902556e-03
## [1219,] 1.6652281107 1.099546e-01 0.5523378807 -1.2394942065 8.269805e-03
## [1220,] -0.8995965421 -1.617980e-02 0.4664310886 -0.8096722030 3.088845e-03
## [1221,] -0.5268601901 -2.450063e-01 -0.3128837032 -0.3623694238 -1.092870e-03
## [1222,] -0.5567703177 -2.456695e-01 -0.2927140614 -0.4121331323 -7.963767e-05
## [1223,] -1.0693331751 -2.012361e-01 0.4064362075 -1.1061984882 -5.263046e-03
## [1224,] 0.0988094239 -4.564161e-02 -0.1831923191 -0.3245410398 4.506515e-03
## [1225,] -0.8919771458 4.776947e-03 0.5164314940 -0.9638111760 7.155764e-03
## [1226,] -0.1724054936 -2.695863e-02 0.0450418508 -0.5835622728 7.154236e-03
## [1227,] 0.0930750645 -2.494715e-03 0.1904620501 -0.9175957365 -1.707656e-03
## [1228,] -0.9234367620 3.973240e-02 0.6689463798 -1.1098208737 6.528673e-03
## [1229,] -0.1208495240 5.495273e-03 0.4426546428 -1.0897099913 -1.051405e-04
## [1230,] -0.0280666671 3.612576e-02 0.6495854792 -0.7162596637 2.282693e-03
## [1231,] 1.3452181306 5.312557e-01 3.1272131666 -0.7902111806 1.927367e-02
## [1232,] 0.9721265772 3.334907e-01 2.2250698124 -1.6733226631 1.428099e-02
## [1233,] -0.3097598647 -1.973001e-01 -0.4923673079 0.8546530216 -1.641585e-02
## [1234,] -0.8648487971 -3.924474e-02 -0.2733954066 -0.3756926897 5.569136e-03
## [1235,] -0.9114175633 4.930204e-01 -0.2217634113 -0.3061107113 -4.649482e-03
## [1236,] -1.1485656082 2.353005e-01 -0.0473147998 -0.5155752532 7.420859e-04
## [1237,] -0.8182419084 -1.234553e-01 -0.1390513732 -0.2499774226 5.153167e-03
## [1238,] -1.2411560991 -1.061753e-01 0.2579402863 -0.5483605608 5.072804e-03
## [1239,] -1.3429319474 -1.064612e-01 0.2955035969 -0.7691800544 8.334617e-03
## [1240,] -0.9593777534 -1.147179e-01 0.0192476321 -0.4858805498 9.481260e-03
## [1241,] -0.8188459380 1.209267e-01 -0.0757526503 -0.2169964183 -3.294179e-03
## [1242,] -0.7737731451 2.747467e-01 -0.1279647164 -0.0897113550 -7.204501e-03
## [1243,] -0.9972857033 -1.285868e-01 0.1057199681 -0.4475817496 1.081454e-02
## [1244,] -0.9361840758 -1.423193e-01 0.0600470344 -0.2909219550 9.534907e-03
## [1245,] -1.1483972994 -1.525654e-01 0.1751287977 -0.4567816869 6.899408e-03
## [1246,] -1.1175133782 -1.535778e-01 0.2041254949 -0.4284172065 7.020886e-03
## [1247,] -1.1341070854 -1.469351e-01 0.2483917149 -0.5056877212 7.612797e-03
## [1248,] -1.0689727062 2.443241e-01 -0.2042588572 0.0250217299 1.478603e-02
## [1249,] -1.0235812473 4.493046e-02 -0.1498796556 0.0053780241 2.082851e-02
## [1250,] -1.5195298089 2.919152e-02 0.1421632073 -0.2797867329 2.302615e-02
## [1251,] -1.5301843586 -1.025672e-01 0.1350286180 -0.3126617458 2.171292e-02
## [1252,] -1.5460840384 -1.403715e-01 0.1640430293 -0.2724569675 2.935877e-02
## [1253,] -1.5352504343 -1.310047e-01 0.1715516012 -0.3058249065 2.615676e-02
## [1254,] -1.7169934404 -1.601079e-01 0.1783669935 -0.3798628814 3.494290e-02
## [1255,] -1.8202889148 -1.643628e-01 0.2003066231 -0.4279533339 3.087110e-02
## [1256,] -0.8658973210 -1.058566e-01 0.5588264221 -1.1396522917 6.747860e-03
## [1257,] -1.7166081269 -1.575489e-01 -0.0120601696 -0.1172185697 4.015706e-02
## [1258,] -1.8631208297 1.947983e-02 0.1153196899 -0.2089390191 3.865119e-02
## [1259,] -1.7418764489 1.014666e-01 0.0661843255 -0.1278720564 3.936235e-02
## [1260,] -1.6481619187 -6.927451e-02 0.4162185513 0.0481495633 3.431996e-02
## [1261,] -0.8066700445 1.995016e-01 1.7109663895 -0.2088946366 1.357315e-02
## [1262,] 1.9890357429 -4.220397e-02 0.4902206393 -0.5859200103 -1.678312e-02
## [1263,] 1.3328629623 -2.614028e-02 0.2037931793 -0.0253788194 -3.265795e-03
## [1264,] 0.7584497963 -8.687290e-02 -0.0439006676 0.3500026935 -4.883719e-03
## [1265,] -0.0490827139 -1.284164e-02 0.4490428265 -0.8553259604 1.402596e-02
## [1266,] 0.7587963592 -2.706705e-02 0.7327916126 -1.4033876088 -6.651805e-03
## [1267,] -0.0603529713 -5.082013e-02 0.3068743597 -0.6031141800 1.071929e-02
## [1268,] 0.0820582666 -5.772803e-02 0.3795631231 -0.4509741171 3.521883e-04
## [1269,] 0.0721874025 -4.121851e-02 0.4378173554 -0.4548743746 5.532130e-03
## [1270,] -0.4125789675 -1.961276e-01 0.1881744916 -0.4065019926 -1.561687e-03
## [1271,] 0.8329006146 -9.759742e-02 0.7627408098 -1.2485593001 -2.612838e-02
## [1272,] -0.3664299939 -5.205668e-02 0.2219428358 -0.2900465934 2.285608e-04
## [1273,] 0.8235063575 -6.615136e-02 0.7097607727 -1.1788642836 -3.306803e-02
## [1274,] -0.6557070366 8.910348e-02 0.1361420476 -0.4724634975 -3.615236e-03
## [1275,] -0.5874733180 -7.397635e-03 -0.7346728311 0.9900027331 -5.508303e-03
## [1276,] -0.5772613640 2.033615e-01 0.5308793829 1.7163346625 -1.812537e-03
## [1277,] -0.7321662461 -8.898690e-02 -0.8399924657 0.9375714289 -7.780213e-03
## [1278,] -1.0715801649 3.079969e-02 -1.8735303963 -0.4268050775 1.885723e-02
## [1279,] -1.0189724721 -9.796282e-03 -0.5556323640 0.5136508771 2.660349e-03
## [1280,] -1.2571251538 6.085345e-02 -0.4985102820 0.4449172874 1.058299e-02
## [1281,] -1.2736811260 1.817749e-01 0.5731249568 0.8087729418 1.045556e-02
## [1282,] 0.7704693829 2.750922e-01 0.5233464791 -1.0126810054 2.230560e-02
## [1283,] 0.7305475864 3.224895e-01 0.4660347297 -1.0816527417 2.726083e-02
## [1284,] -0.6886294620 4.347113e-02 0.0422884734 0.1557604487 -4.271687e-03
## [1285,] -1.2359543331 2.671917e-02 -1.1568109463 -0.2258440946 1.747805e-02
## [1286,] -1.1585506409 -1.429692e-01 -0.4079300373 0.4489303030 -3.758090e-03
## [1287,] -0.9816880780 -1.574012e-01 -0.4952708500 0.6206637304 -6.451826e-03
## [1288,] -0.9746209791 -1.626480e-01 -0.5903771992 0.5060289386 -5.419009e-03
## [1289,] -0.3961434536 -1.771720e-01 -0.0825971930 0.3149143529 -2.328133e-02
## [1290,] 1.5364003350 6.654974e-02 0.2250837842 -0.1076162146 -2.306514e-03
## [1291,] 0.7793530913 -1.835720e-03 -0.0962364176 0.4521310619 -7.882159e-03
## [1292,] 0.6737591397 -1.815962e-02 -0.0746372309 0.3954864432 -7.531386e-03
## [1293,] -0.0244851579 -4.150032e-02 0.2586661417 -0.3878847520 4.369147e-03
## [1294,] 0.5937529503 -6.576203e-02 0.4928978281 -0.8398698929 -1.138082e-02
## [1295,] 0.8291173540 -4.261201e-02 0.4720713392 -0.6500310102 -1.446050e-02
## [1296,] 0.1571501692 -5.609399e-02 0.1653795220 -0.1750701398 1.931076e-03
## [1297,] 0.2845194074 4.137776e-02 0.4615638139 -0.0174298883 4.141583e-03
## [1298,] 0.8386840077 1.083017e-01 1.1123232454 -0.6088315239 -7.348787e-03
## [1299,] -0.1476724991 -1.263530e-01 0.1813220204 -0.3475386711 4.066211e-03
## [1300,] 0.2925420592 4.755644e-01 2.5787418057 0.7876198595 1.761239e-02
## [1301,] 0.3103327562 3.573857e-01 1.6799839013 0.1285536992 1.831214e-02
## [1302,] 0.5342649606 -1.610440e-01 -0.1879287263 0.1128415509 -8.515413e-03
## [1303,] 0.5453001814 -1.860996e-01 -0.1649332244 0.1556473203 -8.326461e-03
## [1304,] 1.1618440765 -1.884379e-01 -0.0044843565 -0.4999432035 -2.662167e-02
## [1305,] 1.1195875304 -1.998548e-01 0.0943968956 -0.3392679456 -3.527106e-02
## [1306,] 0.4918738132 -1.265862e-01 -0.4047893585 -0.0652327754 -1.350245e-02
## [1307,] 0.5143810038 -6.763910e-02 -0.1725103394 0.1281522889 -2.008534e-02
## [1308,] 1.1074589518 -1.025613e-01 0.1329204363 -0.1784351359 -1.449466e-02
## [1309,] 1.7923112833 -1.537469e-01 0.4232431052 -0.6972649132 -4.282780e-02
## [1310,] 0.5588142030 -1.677721e-01 -0.0797155557 0.2288634669 -2.898341e-02
## [1311,] 0.5542893166 -1.468137e-01 -0.1044718409 0.2130958099 -3.481106e-02
## [1312,] 0.5655383356 -1.173106e-02 0.6898344298 0.6585141403 -3.503531e-02
## [1313,] -1.3435004448 -2.050923e-01 0.0985609419 -0.4228945411 3.472428e-04
## [1314,] -1.0759066933 -2.251411e-01 0.0394797586 -0.1989896969 -1.326598e-03
## [1315,] -0.6559503174 -3.180227e-02 0.0570025902 -0.3824547598 4.659003e-03
## [1316,] -0.6149004810 8.800070e-03 0.1256268069 -0.3261176466 4.519962e-03
## [1317,] -1.0902043550 -1.768346e-01 0.0372950508 -0.4025767037 3.470686e-03
## [1318,] -0.6190214957 -8.292735e-03 0.2824240883 -0.3234126271 5.428627e-03
## [1319,] -1.2608102619 -1.959176e-01 0.1756219120 -0.4889365365 2.097713e-03
## [1320,] -1.0427627995 -2.206654e-01 -0.1749560253 -0.4719771528 1.092860e-03
## [1321,] -0.5779875375 -2.984247e-02 0.2534656424 -0.2375428525 2.816934e-03
## [1322,] -0.6874761182 9.759950e-02 1.0189573147 -0.0107569774 7.721040e-03
## [1323,] -0.5028029694 -3.277957e-02 0.2562140558 -0.0890720417 9.600948e-04
## [1324,] 0.7703469306 -1.982301e-01 -0.0819391112 0.1008093678 -2.788675e-02
## [1325,] 0.6932422519 -2.024342e-01 -0.6031881590 0.7278200853 -1.491323e-02
## [1326,] 0.3841100573 -1.499740e-01 -0.2816137905 0.4896549357 -1.339294e-02
## [1327,] -0.3197472897 -1.133930e-01 0.1997057838 -0.6447826484 7.508951e-03
## [1328,] 0.2143565423 -1.252620e-01 0.4480141436 -0.8516559836 -1.234983e-02
## [1329,] -0.1762531902 -1.496148e-01 0.0836692904 -0.2078217477 -2.380148e-03
## [1330,] -0.1114179478 -1.450898e-01 0.0542091188 -0.2933843410 7.632342e-04
## [1331,] -0.1645350392 -1.149551e-01 0.1577387336 -0.5048450352 5.231315e-03
## [1332,] 0.4949935047 4.710718e-03 0.7174429715 -1.2118229488 1.146839e-02
## [1333,] 0.5287171407 8.912987e-03 0.7259942778 -1.1971777488 1.104860e-02
## [1334,] -0.3000326383 -7.507837e-02 0.3816010810 -0.6688836882 6.087920e-03
## [1335,] 0.0348916295 -7.932081e-02 0.1889017352 -0.4685375960 4.797794e-03
## [1336,] -0.4071053066 -5.078641e-02 0.5102898635 -1.0330758346 1.341419e-02
## [1337,] 0.0485722032 -6.632119e-02 0.1899348557 -0.4519761150 5.036169e-03
## [1338,] -0.0774074325 -5.765758e-02 0.3161536343 -0.6553138200 7.832734e-03
## [1339,] 0.0539368156 1.137699e-01 -0.3377464182 0.9516267650 1.886995e-02
## [1340,] 1.4534169421 -5.034060e-02 0.2670794055 -0.1285160671 -2.322988e-02
## [1341,] 0.2670329981 1.424041e-02 -0.2715521992 0.8568325408 9.893656e-03
## [1342,] -0.0720256344 1.700639e-01 -0.0303538225 0.3287520114 1.199253e-02
## [1343,] -0.7005995281 -1.366223e-01 -0.2831459840 0.2318431663 7.881241e-03
## [1344,] -0.0610039242 6.294230e-02 -0.0210374778 0.2376394756 1.453914e-02
## [1345,] -0.1892512059 -1.232117e-01 -0.0309013230 -0.1990458432 1.349384e-02
## [1346,] 1.0881282180 -7.943565e-02 0.5698541067 -1.3482355332 -1.832649e-02
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## [1351,] -0.0479089915 2.879461e-01 1.7465208625 1.6725080796 -3.973655e-04
## [1352,] 0.0653196393 -7.160586e-02 -0.1436262504 0.7100619962 -9.246651e-03
## [1353,] -0.0898143794 -9.534159e-02 -0.1648066748 0.6216688019 -8.302812e-03
## [1354,] 0.6055430240 2.607247e-01 1.9805263920 1.1199258622 -1.616925e-02
## [1355,] 0.7207648241 -1.371817e-01 -0.0256173195 0.0952423759 -2.683493e-02
## [1356,] 0.3708244192 6.426009e-02 -1.7359784387 -1.5503428442 1.031886e-02
## [1357,] 0.5619800185 -6.153430e-02 0.1467813344 0.1192693986 -1.877413e-02
## [1358,] 1.0746140474 1.030287e-01 0.3625278822 -0.2417818425 6.732459e-03
## [1359,] 0.6679894878 1.209003e-02 0.0918193469 -0.0755753358 -1.399203e-02
## [1360,] 0.1199091122 -3.647649e-02 -0.2129986510 0.6502151910 -2.219826e-03
## [1361,] -0.0804827320 -6.423150e-02 -0.1414855168 0.6172892591 -1.885112e-03
## [1362,] 0.3911383056 3.084316e-01 1.9715385843 0.2437353946 6.381681e-02
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## [1364,] 0.0020317154 -1.293217e-01 0.0612634046 -0.6656008170 1.675315e-02
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## [1421,] 0.5397041339 4.095344e-03 0.3912864608 -0.8545574459 -3.859548e-03
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## [1425,] 0.5989549583 3.631067e-01 2.3839990039 0.0095518593 1.904639e-04
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## [1430,] 0.0283801559 1.248146e-01 0.7825417823 0.2907840422 -5.617152e-03
## [1431,] 2.8653089921 3.265271e-02 -0.9483860284 2.1387933382 -8.596674e-03
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## [1453,] 0.2182706198 1.528697e-01 0.8685090649 0.8606182865 5.415911e-03
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## [1544,] -0.3936909548 -2.607757e-01 -0.4147670873 0.5258116641 -5.201755e-04
## [1545,] -0.3757669067 -2.515632e-01 -0.3777239830 0.4761554463 -4.961808e-04
## [1546,] -0.4549570073 -2.496065e-01 -0.3100505357 0.4351590181 -6.513983e-03
## [1547,] -0.5048343800 -2.389008e-01 -0.3234901325 0.4601588856 -4.084923e-03
## [1548,] -0.5094414236 -2.345225e-01 -0.2976738951 0.4490173856 -3.923456e-03
## [1549,] -0.4628026669 -2.144533e-01 -0.2731083512 0.4356077469 -2.802164e-03
## [1550,] 0.7066456839 -7.982892e-02 0.2544544206 -0.3246048490 5.200749e-03
## [1551,] 0.8547163751 -4.741276e-02 0.3057319435 -0.3152982898 5.473072e-03
## [1552,] -0.3882115107 -1.550521e-01 -0.9604945201 -0.2876114828 1.497042e-02
## [1553,] -0.2347470310 -1.987608e-01 -0.1814605488 0.4551080683 1.439824e-03
## [1554,] 1.3365900778 -3.060710e-01 0.3155413640 -0.2874680519 -3.287180e-02
## [1555,] 0.4024733261 3.369818e-01 -0.1977598613 0.5356166725 -2.762968e-02
## [1556,] 0.4068646172 -1.740039e-01 -0.1340358784 0.5407384533 -3.224084e-02
## [1557,] -0.4435860494 4.378816e-02 0.5262318024 -0.8609125955 -1.347314e-02
## [1558,] -0.3905671868 2.162958e-01 2.2282009763 0.0823650315 -4.680136e-03
## [1559,] -0.5578513515 -1.583917e-01 0.4139892217 -0.7702908423 -1.654912e-02
## [1560,] 0.5411759088 -1.559194e-01 0.9055522717 -1.8036738529 -5.380478e-02
## [1561,] 0.3493721652 1.003439e-01 -0.6230844160 -3.1041954073 -4.137135e-02
## [1562,] 0.5429840010 2.209014e-01 0.8773426125 -1.8569590751 -6.823905e-02
## [1563,] -0.8137847784 -2.862824e-01 0.3163336329 -0.8839466275 -3.258702e-02
## [1564,] -0.9498579900 -3.094694e-01 0.2611844595 -0.7526399825 -3.907932e-02
## [1565,] 0.1891826687 2.172807e+00 0.8860987458 -1.6417739830 -1.241721e-01
## [1566,] -1.4738093428 3.984104e+00 0.3290906131 -0.1130364266 -1.283707e-01
## [1567,] 0.8976450922 4.417648e-01 1.5413169313 -1.7250629732 2.811521e-02
## [1568,] 0.4494788928 3.346918e-01 1.4041760145 -1.0464135447 3.172561e-02
## [1569,] -0.6495312839 1.207179e+00 0.6589491040 -0.2886820188 -6.276469e-03
## [1570,] -0.6697490803 3.588250e-01 0.9832655157 -0.4236121961 1.890639e-02
## [1571,] -1.2071850334 1.557904e-01 0.1935082682 -0.2010865801 2.871729e-02
## [1572,] -1.2379065639 6.087379e-02 0.1848135274 -0.0887243898 2.317568e-02
## [1573,] -1.3992742262 -5.255221e-02 0.1050341988 0.0585261072 1.976854e-02
## [1574,] -1.4584104285 -1.777170e-02 0.1074414602 0.1173684812 1.417236e-02
## [1575,] -1.5676477281 3.501195e+00 -0.5527876677 0.3549199504 -4.836585e-02
## [1576,] -1.2557102778 6.912445e-02 -0.2360302494 0.2225863361 9.491978e-03
## [1577,] -1.1340249988 -1.290199e-01 -0.1395034638 0.3109661323 9.172359e-03
## [1578,] -1.0355074314 -1.307982e-02 0.3546885733 0.6336573701 1.416885e-02
## [1579,] -0.9826170999 6.969139e-01 0.8409906171 1.1840692195 -6.444342e-05
## [1580,] -1.0291823203 1.658602e+00 1.6633991168 1.7943838707 -1.099890e-02
## [1581,] -0.9626011220 2.988829e-01 1.9575739142 1.7397201211 8.618231e-03
## [1582,] -0.6203035884 -9.428820e-02 -0.1137787675 0.1638128208 -7.299372e-03
## [1583,] -0.5770844885 -8.677794e-02 -0.1236087986 0.1775318983 -7.167752e-03
## [1584,] -0.5914760717 -8.690252e-02 -0.0884234029 0.1579816018 -7.444609e-03
## [1585,] -0.5595039111 -9.174931e-02 -0.0787251759 0.1145520004 -1.192611e-02
## [1586,] -0.0224126358 -1.148723e-01 -0.4687197682 0.4216921510 -1.154410e-02
## [1587,] 1.5394027315 9.014660e-02 0.4113257084 -0.8436441197 1.008250e-03
## [1588,] 0.9691820744 1.097456e-01 0.8027747620 -1.1963377717 8.352147e-03
## [1589,] -0.7345152303 -7.568248e-02 0.0618613975 -0.0708609327 -2.393829e-03
## [1590,] -0.0206321874 -3.630062e-02 -0.2180952437 0.2233489621 -2.966931e-03
## [1591,] -0.4528141312 -1.771690e-02 0.0967354274 -0.0046780639 -2.595084e-03
## [1592,] -0.1314969025 -1.250678e-02 -0.0638216918 0.2064980856 -3.694851e-03
## [1593,] -0.5618142084 -1.072103e-01 -0.0819222481 0.0751480416 -5.131544e-03
## [1594,] -0.6148288346 -1.001245e-01 -0.0266892845 -0.0626827998 -3.797958e-03
## [1595,] -0.5166586119 -8.877831e-02 -0.0029294686 -0.0583824569 -2.678471e-03
## [1596,] -0.4581617134 -6.833069e-02 -0.0320965025 -0.0495855495 -4.821422e-04
## [1597,] 0.0614056944 -2.384807e-01 -0.3408435373 0.7029810517 1.860918e-03
## [1598,] 0.1183459256 -2.297970e-01 -0.3228636871 0.6923684620 3.902934e-03
## [1599,] 0.1548660478 -2.301593e-01 -0.3064797982 0.6736786150 1.286568e-03
## [1600,] -0.0956165826 -1.896011e-01 -0.1471540263 0.2949426377 8.180346e-03
## [1601,] 1.0574129038 -1.048466e-01 0.3497447272 -0.4545750776 1.743058e-02
## [1602,] 1.1418618968 -9.082259e-02 0.4006891648 -0.4346735893 1.946591e-02
## [1603,] -0.0132858947 -1.966946e-01 0.0509741388 0.3769642220 1.429217e-02
## [1604,] 0.0134603542 -1.634088e-01 -0.1581928415 0.2933390262 7.551767e-03
## [1605,] 0.0346226711 -1.713073e-01 -0.2580372414 0.2497267947 1.032045e-02
## [1606,] 0.0331400938 -2.009368e-01 -0.1777749092 0.3639546651 1.019530e-02
## [1607,] 0.0981850213 -2.596563e-01 -0.1617768098 0.3507852583 5.727740e-03
## [1608,] 0.1228804848 -2.606230e-01 -0.1549382414 0.3446651369 7.301209e-03
## [1609,] 0.1458486258 -1.043080e-01 0.7255774377 0.8260760925 1.448389e-02
## [1610,] -0.0300322394 -1.965307e-02 -0.4953988640 0.5761408820 -4.795202e-03
## [1611,] -0.1134242182 -4.639497e-02 -0.4909980709 0.5373424551 -5.073041e-03
## [1612,] 1.3166759615 1.091381e-01 0.1320558754 -0.4052298284 4.536193e-03
## [1613,] -0.1558547470 -2.993425e-02 -0.3955713068 0.4176400426 -2.233058e-03
## [1614,] -0.0937845879 -2.732645e-03 -0.3212996057 0.4430665421 -1.470457e-03
## [1615,] -0.1482762810 -1.768459e-02 -0.3158873586 0.4240606392 -1.455311e-03
## [1616,] -0.1869465550 -1.271193e-02 -0.2644683466 0.3804630095 -1.663845e-04
## [1617,] -0.1595263817 2.312577e-01 1.0550865382 1.1219364349 5.058711e-03
## [1618,] -0.2104335512 1.171843e-02 -0.1228806641 0.3865023364 5.624130e-04
## [1619,] -0.1058025734 -1.589682e-03 -0.2381938167 0.4223141495 4.059991e-04
## [1620,] -0.0774968230 -1.919013e-03 -0.2757872475 0.3955400131 7.619037e-04
## [1621,] -0.1841786651 2.036308e-02 -0.2043951756 0.2776702188 1.905902e-03
## [1622,] -0.1708894736 -9.418109e-03 -0.2893883932 0.2626917854 1.898931e-03
## [1623,] -0.1374674927 -2.994435e-02 -0.3553804763 0.2730165605 1.415174e-03
## [1624,] 0.3365083065 2.365969e-01 1.3774503307 0.5320234270 -5.169512e-03
## [1625,] 0.2300293368 -1.852495e-01 -0.4958003984 0.3879172473 -3.361469e-03
## [1626,] -0.0924961486 -1.268652e-01 -0.2313697213 0.0682844538 7.116481e-03
## [1627,] -0.3526674206 2.002197e-02 -1.8584879956 -1.2566195354 2.847708e-02
## [1628,] -0.2342168408 9.587355e-01 -0.3192615601 0.3748255144 -2.036377e-02
## [1629,] 0.1032166391 1.305964e+00 -1.9275123194 -1.5735498211 8.387300e-03
## [1630,] 0.5127919301 -1.646529e-01 0.0420325161 0.0019045056 -1.002925e-02
## [1631,] 0.7460132827 -1.188578e-01 -1.5806943418 -2.1485631411 -1.246604e-02
## [1632,] -0.5227282362 2.001972e-01 1.2920435577 1.4536615649 4.021966e-03
## [1633,] -0.5331752900 -9.378743e-02 -0.2875871513 0.7242381044 7.662683e-04
## [1634,] -0.4991789065 -1.074565e-01 -0.3026989582 0.8142973299 -2.982769e-03
## [1635,] -0.7574001135 -1.266587e-01 0.0567875505 0.0417306227 1.043067e-02
## [1636,] 0.0687046334 -5.041362e-02 0.3718765261 -0.4207977782 1.999237e-02
## [1637,] 0.0267720974 -7.365947e-02 0.2448689609 -0.3203047221 1.450658e-02
## [1638,] -0.9627494784 -1.708638e-01 -0.1556389878 0.3270477281 1.140442e-02
## [1639,] -1.2108731245 1.001681e+00 1.4737480856 1.6389699634 7.995493e-03
## [1640,] -1.3226787106 5.696478e-03 -0.4874868023 0.5911539753 2.731645e-02
## [1641,] -1.3967363569 -1.209967e-01 -0.5511695076 0.9456203120 2.259379e-02
## [1642,] 0.4044897236 -1.207541e-01 0.2875666898 -0.6514477194 -2.945661e-02
## [1643,] 0.5767387000 -7.930048e-02 0.4882412124 -0.9022807969 -3.293984e-02
## [1644,] -1.6386411108 2.649639e-02 -0.4888362157 1.0845867617 3.580470e-02
## [1645,] -1.6343532146 7.555009e-03 -0.5711448681 0.9820209236 3.665607e-02
## [1646,] -1.8213074678 4.121504e-01 -0.5833391426 0.5276524439 6.031217e-02
## [1647,] 0.5023375341 -3.415867e-02 0.3762824545 -0.7599659274 -2.406653e-02
## [1648,] -1.2497853086 -2.669739e-02 -0.6933839868 1.2952328295 2.378261e-02
## [1649,] -1.1099648727 6.408667e-02 -0.6745992808 1.2457265355 1.419379e-02
plot(expect_pca)
#Cluster Analysis
sapply(expect, function(x) sum(is.na(x)))
## Country Year
## 0 0
## Status Life expectancy
## 0 0
## Adult Mortality infant deaths
## 0 0
## Alcohol percentage expenditure
## 0 0
## Hepatitis B Measles
## 0 0
## BMI under-five deaths
## 0 0
## Polio Total expenditure
## 0 0
## Diphtheria HIV/AIDS
## 0 0
## GDP Population
## 0 0
## thinness 1-19 years thinness 5-9 years
## 0 0
## Income composition of resources Schooling
## 0 0
expect <- expect[complete.cases(expect),]
## for removing the ones which has null values
sapply(expect, function(x) sum(is.na(x)))
## Country Year
## 0 0
## Status Life expectancy
## 0 0
## Adult Mortality infant deaths
## 0 0
## Alcohol percentage expenditure
## 0 0
## Hepatitis B Measles
## 0 0
## BMI under-five deaths
## 0 0
## Polio Total expenditure
## 0 0
## Diphtheria HIV/AIDS
## 0 0
## GDP Population
## 0 0
## thinness 1-19 years thinness 5-9 years
## 0 0
## Income composition of resources Schooling
## 0 0
expect_x <- subset.data.frame(expect, Year == "2003")
expect_y <- expect_x[4:13,5:14]
colnames(expect_y) <- rownames(expect_y)
dist.expect <- as.dist(expect_y)
dist.expect
## 1 2 3 4 5 6 7
## 2 71.000000
## 3 88.000000 0.000000
## 4 154.000000 7.000000 0.550000
## 5 161.000000 196.000000 0.010000 35.484590
## 6 253.000000 1.000000 11.170000 23.835786 56.000000
## 7 95.000000 0.000000 11.280000 507.306164 64.000000 44.000000
## 8 21.000000 0.000000 5.670000 312.799595 96.000000 0.000000 42.600000
## 9 285.000000 25.000000 1.350000 8.931827 73.000000 217.000000 19.700000
## 10 273.000000 1.000000 0.520000 19.156641 95.000000 0.000000 15.500000
## 8 9
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9 40.000000
## 10 1.000000 96.000000
#Single
expect_single <- hclust(dist.expect,method = "single")
plot(expect_single,hang=-1,xlab="Object",ylab="Distance",
main="Dendogram - Nearest neighbour linkage")
#Default - Complete
expect_complete <- hclust(dist.expect)
plot(expect_complete,hang=-1,xlab="Object",ylab="Distance",
main="Dendogram - Farthest neighbour linkage")
#Average
expect_average <- hclust(dist.expect,method = "average")
plot(expect_average,hang=-1,xlab="Object",ylab="Distance",
main="Dendogram - Group average linkage")
#Hierarchial Clustering
#Creating Euclidean distance matrix of the standardized data.
expect.can <- scale(expect_y)
expect.euclidean <- dist(expect.can,method = "euclidean")
#Invoking hclust command (cluster analysis by single linkage method)
expect_hclust <- hclust(expect.euclidean,method="single")
#Plotting vertical dendogram
plot(as.dendrogram(expect_hclust),ylab="Distance Calculation",
ylim= c(0,8),main="Vertical Dendogram")
#Plotting Horizontal Dendogram
plot(as.dendrogram(expect_hclust),ylab="Distance Calculation",
ylim= c(0,8),main="Horizontal Dendogram")
plot(as.dendrogram(expect_hclust),xlab="Distance Calculation",
xlim= c(8,0),horiz = TRUE,main="Horizontal Dendogram")
#K-Means Clustering
attach(expect_y)
# Standardizing the data with scale()
matstd.employ <- scale(expect_y)
# K-means, k=2, 3, 4, 5, 6
# Centers (k's) are numbers thus, 10 random sets are chosen
(kmeans2.expect <- kmeans(expect_y,2,nstart = 1))
## K-means clustering with 2 clusters of sizes 2, 8
##
## Cluster means:
## 1 2 3 4 5 6 7 8 9
## 1 157.5 101.500 0.28000 38.94975 28.000 3022.500 27.6000 136.000 44.000
## 2 152.5 3.625 6.89875 651.66916 81.875 58.375 37.3875 5.625 85.875
## 10
## 1 4.53500
## 2 5.66375
##
## Clustering vector:
## [1] 2 2 2 1 1 2 2 2 2 2
##
## Within cluster sum of squares by cluster:
## [1] 2236666 11999700
## (between_SS / total_SS = 50.8 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
# Computing the percentage of variation accounted for. Two clusters
perc.var.2 <- round(100*(1 - kmeans2.expect$betweenss/kmeans2.expect$totss),1)
names(perc.var.2) <- "Perc. 2 clus"
perc.var.2
## Perc. 2 clus
## 49.2
# Computing the percentage of variation accounted for. Three clusters
(kmeans3.expect <- kmeans(expect_y,3,nstart = 1))
## K-means clustering with 3 clusters of sizes 2, 7, 1
##
## Cluster means:
## 1 2 3 4 5 6 7 8 9 10
## 1 157.5000 101.5 0.28 38.94975 28 3022.50000 27.60000 136.000000 44 4.535000
## 2 164.1429 4.0 6.46 197.68605 80 53.71429 41.82857 6.285714 85 5.284286
## 3 71.0000 1.0 9.97 3829.55093 95 91.00000 6.30000 1.000000 92 8.320000
##
## Clustering vector:
## [1] 2 3 2 1 1 2 2 2 2 2
##
## Within cluster sum of squares by cluster:
## [1] 2236665.9 447859.6 0.0
## (between_SS / total_SS = 90.7 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"
perc.var.3 <- round(100*(1 - kmeans3.expect$betweenss/kmeans3.expect$totss),1)
names(perc.var.3) <- "Perc. 3 clus"
perc.var.3
## Perc. 3 clus
## 9.3
detach(expect)
#Factor Analysis
# Computing Correlation Matrix
corrm.expect <- cor(expect[,5:22])
corrm.expect
## Adult Mortality infant deaths Alcohol
## Adult Mortality 1.000000000 0.042450237 -0.17553509
## infant deaths 0.042450237 1.000000000 -0.10621692
## Alcohol -0.175535086 -0.106216917 1.00000000
## percentage expenditure -0.237609890 -0.090764632 0.41704736
## Hepatitis B -0.105225443 -0.231768937 0.10988939
## Measles -0.003966685 0.532679832 -0.05011023
## BMI -0.351542478 -0.234425154 0.35339621
## under-five deaths 0.060365026 0.996905622 -0.10108216
## Polio -0.199853000 -0.156928805 0.24031453
## Total expenditure -0.085226535 -0.146951117 0.21488509
## Diphtheria -0.191428759 -0.161871004 0.24295143
## HIV/AIDS 0.550690745 0.007711547 -0.02711264
## GDP -0.255034733 -0.098092020 0.44343279
## Population -0.015011838 0.671758310 -0.02888023
## thinness 1-19 years 0.272230044 0.463415256 -0.40375499
## thinness 5-9 years 0.286722882 0.461907925 -0.38620819
## Income composition of resources -0.442203288 -0.134753863 0.56107433
## Schooling -0.421170523 -0.214371900 0.61697481
## percentage expenditure Hepatitis B Measles
## Adult Mortality -0.23760989 -0.10522544 -0.003966685
## infant deaths -0.09076463 -0.23176894 0.532679832
## Alcohol 0.41704736 0.10988939 -0.050110235
## percentage expenditure 1.00000000 0.01676017 -0.063070789
## Hepatitis B 0.01676017 1.00000000 -0.124799993
## Measles -0.06307079 -0.12479999 1.000000000
## BMI 0.24273824 0.14330179 -0.153245464
## under-five deaths -0.09215806 -0.24076603 0.517505563
## Polio 0.12862605 0.46333080 -0.057850133
## Total expenditure 0.18387236 0.11332668 -0.113582738
## Diphtheria 0.13481324 0.58898993 -0.058605907
## HIV/AIDS -0.09508499 -0.09480197 -0.003521854
## GDP 0.95929886 0.04184950 -0.064767590
## Population -0.01679214 -0.12972265 0.321946377
## thinness 1-19 years -0.25503460 -0.12940595 0.180641506
## thinness 5-9 years -0.25563544 -0.13325099 0.174946217
## Income composition of resources 0.40216974 0.18492097 -0.058277256
## Schooling 0.42208845 0.21518159 -0.115660481
## BMI under-five deaths Polio
## Adult Mortality -0.35154248 0.06036503 -0.19985300
## infant deaths -0.23442515 0.99690562 -0.15692881
## Alcohol 0.35339621 -0.10108216 0.24031453
## percentage expenditure 0.24273824 -0.09215806 0.12862605
## Hepatitis B 0.14330179 -0.24076603 0.46333080
## Measles -0.15324546 0.51750556 -0.05785013
## BMI 1.00000000 -0.24213740 0.18626797
## under-five deaths -0.24213740 1.00000000 -0.17116419
## Polio 0.18626797 -0.17116419 1.00000000
## Total expenditure 0.18946896 -0.14580310 0.11976798
## Diphtheria 0.17629450 -0.17844819 0.60924547
## HIV/AIDS -0.21089675 0.01947593 -0.10788547
## GDP 0.26611397 -0.10033126 0.15680869
## Population -0.08141598 0.65867969 -0.04538657
## thinness 1-19 years -0.54701751 0.46478470 -0.16406959
## thinness 5-9 years -0.55409398 0.46228938 -0.17448925
## Income composition of resources 0.51050483 -0.14809728 0.31468159
## Schooling 0.55484390 -0.22601262 0.35014660
## Total expenditure Diphtheria HIV/AIDS
## Adult Mortality -0.08522653 -0.19142876 0.550690745
## infant deaths -0.14695112 -0.16187100 0.007711547
## Alcohol 0.21488509 0.24295143 -0.027112636
## percentage expenditure 0.18387236 0.13481324 -0.095084991
## Hepatitis B 0.11332668 0.58898993 -0.094801971
## Measles -0.11358274 -0.05860591 -0.003521854
## BMI 0.18946896 0.17629450 -0.210896746
## under-five deaths -0.14580310 -0.17844819 0.019475927
## Polio 0.11976798 0.60924547 -0.107885468
## Total expenditure 1.00000000 0.12991481 0.043100657
## Diphtheria 0.12991481 1.00000000 -0.117601074
## HIV/AIDS 0.04310066 -0.11760107 1.000000000
## GDP 0.18037347 0.15843774 -0.108080600
## Population -0.07996224 -0.03989754 -0.027800562
## thinness 1-19 years -0.20987232 -0.18724165 0.172591767
## thinness 5-9 years -0.21786479 -0.18095238 0.183146727
## Income composition of resources 0.18365319 0.34326177 -0.248589855
## Schooling 0.24378345 0.35039793 -0.211840201
## GDP Population thinness 1-19 years
## Adult Mortality -0.25503473 -0.015011838 0.2722300
## infant deaths -0.09809202 0.671758310 0.4634153
## Alcohol 0.44343279 -0.028880232 -0.4037550
## percentage expenditure 0.95929886 -0.016792141 -0.2550346
## Hepatitis B 0.04184950 -0.129722655 -0.1294060
## Measles -0.06476759 0.321946377 0.1806415
## BMI 0.26611397 -0.081415982 -0.5470175
## under-five deaths -0.10033126 0.658679691 0.4647847
## Polio 0.15680869 -0.045386572 -0.1640696
## Total expenditure 0.18037347 -0.079962237 -0.2098723
## Diphtheria 0.15843774 -0.039897537 -0.1872416
## HIV/AIDS -0.10808060 -0.027800562 0.1725918
## GDP 1.00000000 -0.020368964 -0.2774983
## Population -0.02036896 1.000000000 0.2825293
## thinness 1-19 years -0.27749835 0.282529280 1.0000000
## thinness 5-9 years -0.27795855 0.277913374 0.9279134
## Income composition of resources 0.44685551 -0.008132466 -0.4536789
## Schooling 0.46794697 -0.040312419 -0.4911992
## thinness 5-9 years
## Adult Mortality 0.2867229
## infant deaths 0.4619079
## Alcohol -0.3862082
## percentage expenditure -0.2556354
## Hepatitis B -0.1332510
## Measles 0.1749462
## BMI -0.5540940
## under-five deaths 0.4622894
## Polio -0.1744893
## Total expenditure -0.2178648
## Diphtheria -0.1809524
## HIV/AIDS 0.1831467
## GDP -0.2779586
## Population 0.2779134
## thinness 1-19 years 0.9279134
## thinness 5-9 years 1.0000000
## Income composition of resources -0.4384837
## Schooling -0.4724820
## Income composition of resources Schooling
## Adult Mortality -0.442203288 -0.42117052
## infant deaths -0.134753863 -0.21437190
## Alcohol 0.561074332 0.61697481
## percentage expenditure 0.402169736 0.42208845
## Hepatitis B 0.184920970 0.21518159
## Measles -0.058277256 -0.11566048
## BMI 0.510504831 0.55484390
## under-five deaths -0.148097276 -0.22601262
## Polio 0.314681594 0.35014660
## Total expenditure 0.183653190 0.24378345
## Diphtheria 0.343261772 0.35039793
## HIV/AIDS -0.248589855 -0.21184020
## GDP 0.446855511 0.46794697
## Population -0.008132466 -0.04031242
## thinness 1-19 years -0.453678854 -0.49119921
## thinness 5-9 years -0.438483721 -0.47248203
## Income composition of resources 1.000000000 0.78474058
## Schooling 0.784740581 1.00000000
plot(corrm.expect)
expect_pca <- prcomp(expect[,5:22], scale=TRUE)
summary(expect_pca)
## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 2.3541 1.6672 1.3567 1.22319 1.08768 0.93668 0.8910
## Proportion of Variance 0.3079 0.1544 0.1023 0.08312 0.06573 0.04874 0.0441
## Cumulative Proportion 0.3079 0.4623 0.5646 0.64769 0.71341 0.76216 0.8063
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.8116 0.7237 0.71568 0.64688 0.61936 0.58951 0.5755
## Proportion of Variance 0.0366 0.0291 0.02846 0.02325 0.02131 0.01931 0.0184
## Cumulative Proportion 0.8428 0.8720 0.90040 0.92365 0.94496 0.96427 0.9827
## PC15 PC16 PC17 PC18
## Standard deviation 0.4470 0.26619 0.19720 0.04920
## Proportion of Variance 0.0111 0.00394 0.00216 0.00013
## Cumulative Proportion 0.9938 0.99771 0.99987 1.00000
plot(expect_pca)
# A table containing eigenvalues and %'s accounted, follows. Eigenvalues are the sdev^2
(eigen_expect <- round(expect_pca$sdev^2,2))
## [1] 5.54 2.78 1.84 1.50 1.18 0.88 0.79 0.66 0.52 0.51 0.42 0.38 0.35 0.33 0.20
## [16] 0.07 0.04 0.00
names(eigen_expect) <- paste("PC",1:18,sep="")
eigen_expect
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10 PC11 PC12 PC13 PC14 PC15 PC16
## 5.54 2.78 1.84 1.50 1.18 0.88 0.79 0.66 0.52 0.51 0.42 0.38 0.35 0.33 0.20 0.07
## PC17 PC18
## 0.04 0.00
sumlambdas <- sum(eigen_expect)
sumlambdas
## [1] 17.99
cumvar_expect <- cumsum(propvar)
propvar <- round(eigen_expect/sumlambdas,2)
propvar
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10 PC11 PC12 PC13 PC14 PC15 PC16
## 0.31 0.15 0.10 0.08 0.07 0.05 0.04 0.04 0.03 0.03 0.02 0.02 0.02 0.02 0.01 0.00
## PC17 PC18
## 0.00 0.00
cumvar_expect <- cumsum(propvar)
cumvar_expect
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10 PC11 PC12 PC13 PC14 PC15 PC16
## 0.31 0.46 0.56 0.64 0.71 0.76 0.80 0.84 0.87 0.90 0.92 0.94 0.96 0.98 0.99 0.99
## PC17 PC18
## 0.99 0.99
matlambdas <- rbind(eigen_expect,propvar,cumvar_expect)
matlambdas
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8 PC9 PC10 PC11 PC12 PC13
## eigen_expect 5.54 2.78 1.84 1.50 1.18 0.88 0.79 0.66 0.52 0.51 0.42 0.38 0.35
## propvar 0.31 0.15 0.10 0.08 0.07 0.05 0.04 0.04 0.03 0.03 0.02 0.02 0.02
## cumvar_expect 0.31 0.46 0.56 0.64 0.71 0.76 0.80 0.84 0.87 0.90 0.92 0.94 0.96
## PC14 PC15 PC16 PC17 PC18
## eigen_expect 0.33 0.20 0.07 0.04 0.00
## propvar 0.02 0.01 0.00 0.00 0.00
## cumvar_expect 0.98 0.99 0.99 0.99 0.99
rownames(matlambdas) <- c("Eigenvalues","Prop. variance","Cum. prop. variance")
rownames(matlambdas)
## [1] "Eigenvalues" "Prop. variance" "Cum. prop. variance"
eigvec.expect <- expect_pca$rotation
print(expect_pca)
## Standard deviations (1, .., p=18):
## [1] 2.35411073 1.66723680 1.35671675 1.22318556 1.08768196 0.93667591
## [7] 0.89095477 0.81162525 0.72368020 0.71568115 0.64687520 0.61936258
## [13] 0.58950583 0.57546855 0.44704909 0.26619070 0.19720320 0.04919734
##
## Rotation (n x k) = (18 x 18):
## PC1 PC2 PC3
## Adult Mortality -0.2004584 -0.197310307 0.047004825
## infant deaths -0.2389833 0.457782933 -0.032563118
## Alcohol 0.2592069 0.186360057 0.083862992
## percentage expenditure 0.2274513 0.229337318 0.262332157
## Hepatitis B 0.1537582 -0.063165953 -0.525765366
## Measles -0.1347974 0.314865840 -0.039859447
## BMI 0.2801695 0.065428166 0.081492856
## under-five deaths -0.2423420 0.449882910 -0.020390046
## Polio 0.1895116 0.057560556 -0.483930270
## Total expenditure 0.1421700 0.001086825 0.028229062
## Diphtheria 0.1974238 0.054925544 -0.525407427
## HIV/AIDS -0.1192477 -0.137988286 0.079373493
## GDP 0.2419891 0.236129897 0.245788557
## Population -0.1410780 0.413995042 -0.062351234
## thinness 1-19 years -0.3231604 0.089683003 -0.166027518
## thinness 5-9 years -0.3215008 0.089549165 -0.162626860
## Income composition of resources 0.3116863 0.224813986 -0.010804649
## Schooling 0.3346879 0.187742412 -0.006051922
## PC4 PC5 PC6
## Adult Mortality -0.39963169 0.356355603 -0.198941188
## infant deaths 0.04439031 0.123407823 0.032286617
## Alcohol -0.18608774 0.257266938 -0.131825729
## percentage expenditure -0.39473989 -0.341375383 -0.052215568
## Hepatitis B -0.10862464 -0.024051358 0.001877485
## Measles 0.10378908 0.197022639 -0.230259219
## BMI 0.23547390 0.203885315 0.039099624
## under-five deaths 0.03586327 0.128070858 0.033389976
## Polio -0.13051481 0.003077132 -0.077211548
## Total expenditure -0.18582291 0.250677647 0.896479864
## Diphtheria -0.14162908 0.007339607 -0.072502333
## HIV/AIDS -0.49674787 0.471237694 -0.134585447
## GDP -0.38340984 -0.327569717 -0.068509119
## Population 0.04642967 0.148235930 0.077711052
## thinness 1-19 years -0.21689535 -0.275116332 0.144132072
## thinness 5-9 years -0.22618967 -0.263775921 0.126960396
## Income composition of resources 0.05285729 0.077094967 -0.053716898
## Schooling 0.00553038 0.110617567 -0.009506680
## PC7 PC8 PC9
## Adult Mortality 0.006331094 0.16898225 -0.02540600
## infant deaths -0.019102876 0.09911247 -0.01011910
## Alcohol 0.244533384 -0.31648876 -0.26489435
## percentage expenditure -0.197067690 0.15168137 0.04919738
## Hepatitis B -0.135020597 0.20895659 0.43664302
## Measles -0.593168221 -0.46699758 0.27347439
## BMI 0.160932301 0.32331209 0.53938947
## under-five deaths -0.012852856 0.10170343 -0.01894610
## Polio -0.051633910 -0.02388779 -0.39959824
## Total expenditure -0.228965700 -0.12177321 -0.03588565
## Diphtheria -0.103664095 0.06676123 -0.07714284
## HIV/AIDS 0.079506564 0.02039929 0.20317354
## GDP -0.173233252 0.13458443 0.05543654
## Population 0.146450803 0.49001905 -0.21695920
## thinness 1-19 years 0.290904942 -0.19695916 0.20783199
## thinness 5-9 years 0.318463589 -0.21723302 0.20534341
## Income composition of resources 0.307181341 -0.23731677 0.12481330
## Schooling 0.317486439 -0.20253133 0.10313809
## PC10 PC11 PC12
## Adult Mortality -0.185501837 0.35230797 -0.586025735
## infant deaths -0.060953676 0.12901175 0.235435088
## Alcohol -0.415649327 0.32915190 0.257335612
## percentage expenditure 0.034417162 0.02227256 -0.007753590
## Hepatitis B -0.483253664 -0.02094629 0.153186592
## Measles 0.108599109 -0.02088114 -0.240705976
## BMI 0.328154109 0.44960979 -0.001119666
## under-five deaths -0.078869249 0.15083484 0.256505396
## Polio 0.555065814 0.31527393 0.031924419
## Total expenditure -0.007401458 0.02758396 -0.081999570
## Diphtheria -0.031283924 -0.18274533 -0.062760796
## HIV/AIDS 0.324298881 -0.39287465 0.403291378
## GDP 0.028699293 0.01454476 -0.018616172
## Population -0.005681116 -0.33718660 -0.315231910
## thinness 1-19 years 0.093658014 0.10999823 -0.068770060
## thinness 5-9 years 0.064720514 0.08952949 -0.088157318
## Income composition of resources 0.008192825 -0.28103714 -0.245956370
## Schooling 0.022506954 -0.15399644 -0.201547541
## PC13 PC14 PC15
## Adult Mortality 0.179814157 0.167451005 0.021061480
## infant deaths 0.267878792 0.198553817 0.069085595
## Alcohol -0.252915049 -0.337122441 -0.132642090
## percentage expenditure 0.004236727 -0.007377541 -0.011011432
## Hepatitis B -0.302588997 0.285009234 -0.024469525
## Measles -0.208106227 -0.141005693 -0.011882285
## BMI 0.010791222 -0.272250252 -0.079048523
## under-five deaths 0.279018870 0.209595830 0.070627613
## Polio -0.214644555 0.288310548 -0.048945600
## Total expenditure 0.020383178 0.008269310 -0.034273006
## Diphtheria 0.552275950 -0.537325140 0.054858450
## HIV/AIDS -0.054019911 -0.011482037 -0.016334922
## GDP 0.005472687 0.031148296 0.006516814
## Population -0.445019000 -0.219255401 -0.080591955
## thinness 1-19 years -0.081206535 -0.124530343 -0.046132712
## thinness 5-9 years -0.046912838 -0.123768945 -0.006794498
## Income composition of resources 0.238644739 0.343756318 -0.599288278
## Schooling -0.029230874 0.172010129 0.768366182
## PC16 PC17 PC18
## Adult Mortality -0.017162250 0.005586258 0.0078961967
## infant deaths 0.004350235 0.002979654 0.7155110383
## Alcohol -0.005257134 -0.001165953 0.0125548086
## percentage expenditure 0.018025462 0.696595039 0.0013079706
## Hepatitis B 0.006967574 0.011395633 0.0009422315
## Measles 0.005869773 0.000119301 -0.0152264020
## BMI 0.017512881 -0.005642224 -0.0026586162
## under-five deaths -0.009945064 0.004975588 -0.6979460160
## Polio 0.021998197 0.007864963 -0.0033752265
## Total expenditure 0.009490640 -0.010642769 0.0009096593
## Diphtheria -0.016976211 -0.006230969 -0.0073159670
## HIV/AIDS -0.001413983 -0.001456862 0.0006191748
## GDP -0.008438620 -0.715948052 -0.0005133846
## Population 0.007811473 -0.005429426 -0.0145732679
## thinness 1-19 years -0.707032132 0.009918310 0.0039651114
## thinness 5-9 years 0.704754206 -0.014686006 -0.0100607285
## Income composition of resources -0.006699827 0.020496559 -0.0061530136
## Schooling -0.035087667 0.031082395 -0.0045010519
# Taking the first four PCs to generate linear combinations for all the variables with four factors
pcafactors.expect <- eigvec.expect[,1:8]
pcafactors.expect
## PC1 PC2 PC3
## Adult Mortality -0.2004584 -0.197310307 0.047004825
## infant deaths -0.2389833 0.457782933 -0.032563118
## Alcohol 0.2592069 0.186360057 0.083862992
## percentage expenditure 0.2274513 0.229337318 0.262332157
## Hepatitis B 0.1537582 -0.063165953 -0.525765366
## Measles -0.1347974 0.314865840 -0.039859447
## BMI 0.2801695 0.065428166 0.081492856
## under-five deaths -0.2423420 0.449882910 -0.020390046
## Polio 0.1895116 0.057560556 -0.483930270
## Total expenditure 0.1421700 0.001086825 0.028229062
## Diphtheria 0.1974238 0.054925544 -0.525407427
## HIV/AIDS -0.1192477 -0.137988286 0.079373493
## GDP 0.2419891 0.236129897 0.245788557
## Population -0.1410780 0.413995042 -0.062351234
## thinness 1-19 years -0.3231604 0.089683003 -0.166027518
## thinness 5-9 years -0.3215008 0.089549165 -0.162626860
## Income composition of resources 0.3116863 0.224813986 -0.010804649
## Schooling 0.3346879 0.187742412 -0.006051922
## PC4 PC5 PC6
## Adult Mortality -0.39963169 0.356355603 -0.198941188
## infant deaths 0.04439031 0.123407823 0.032286617
## Alcohol -0.18608774 0.257266938 -0.131825729
## percentage expenditure -0.39473989 -0.341375383 -0.052215568
## Hepatitis B -0.10862464 -0.024051358 0.001877485
## Measles 0.10378908 0.197022639 -0.230259219
## BMI 0.23547390 0.203885315 0.039099624
## under-five deaths 0.03586327 0.128070858 0.033389976
## Polio -0.13051481 0.003077132 -0.077211548
## Total expenditure -0.18582291 0.250677647 0.896479864
## Diphtheria -0.14162908 0.007339607 -0.072502333
## HIV/AIDS -0.49674787 0.471237694 -0.134585447
## GDP -0.38340984 -0.327569717 -0.068509119
## Population 0.04642967 0.148235930 0.077711052
## thinness 1-19 years -0.21689535 -0.275116332 0.144132072
## thinness 5-9 years -0.22618967 -0.263775921 0.126960396
## Income composition of resources 0.05285729 0.077094967 -0.053716898
## Schooling 0.00553038 0.110617567 -0.009506680
## PC7 PC8
## Adult Mortality 0.006331094 0.16898225
## infant deaths -0.019102876 0.09911247
## Alcohol 0.244533384 -0.31648876
## percentage expenditure -0.197067690 0.15168137
## Hepatitis B -0.135020597 0.20895659
## Measles -0.593168221 -0.46699758
## BMI 0.160932301 0.32331209
## under-five deaths -0.012852856 0.10170343
## Polio -0.051633910 -0.02388779
## Total expenditure -0.228965700 -0.12177321
## Diphtheria -0.103664095 0.06676123
## HIV/AIDS 0.079506564 0.02039929
## GDP -0.173233252 0.13458443
## Population 0.146450803 0.49001905
## thinness 1-19 years 0.290904942 -0.19695916
## thinness 5-9 years 0.318463589 -0.21723302
## Income composition of resources 0.307181341 -0.23731677
## Schooling 0.317486439 -0.20253133
# Multiplying each column of the eigenvector’s matrix by the square-root of the corresponding eigenvalue in order to get the factor loadings
unrot.fact.expect <- sweep(pcafactors.expect,MARGIN=2,expect_pca$sdev[1:8],`*`)
unrot.fact.expect
## PC1 PC2 PC3
## Adult Mortality -0.4719013 -0.328963006 0.063772234
## infant deaths -0.5625932 0.763232554 -0.044178928
## Alcohol 0.6102016 0.310706345 0.113778326
## percentage expenditure 0.5354456 0.382359617 0.355910432
## Hepatitis B 0.3619638 -0.105312602 -0.713314680
## Measles -0.3173281 0.524955917 -0.054077979
## BMI 0.6595500 0.109084246 0.110562723
## under-five deaths -0.5704999 0.750061345 -0.027663517
## Polio 0.4461313 0.095967078 -0.656556304
## Total expenditure 0.3346840 0.001811995 0.038298842
## Diphtheria 0.4647575 0.091573889 -0.712829059
## HIV/AIDS -0.2807222 -0.230059150 0.107687347
## GDP 0.5696691 0.393684455 0.333465454
## Population -0.3321132 0.690227771 -0.084592963
## thinness 1-19 years -0.7607553 0.149522804 -0.225252316
## thinness 5-9 years -0.7568484 0.149299664 -0.220638585
## Income composition of resources 0.7337441 0.374818152 -0.014658848
## Schooling 0.7878924 0.313011058 -0.008210744
## PC4 PC5 PC6
## Adult Mortality -0.48882371 0.387601560 -0.186343419
## infant deaths 0.05429759 0.134228462 0.030242096
## Alcohol -0.22761983 0.279824606 -0.123477985
## percentage expenditure -0.48284013 -0.371307845 -0.048909065
## Hepatitis B -0.13286810 -0.026160229 0.001758595
## Measles 0.12695331 0.214297969 -0.215678264
## BMI 0.28802828 0.221762379 0.036623676
## under-five deaths 0.04386743 0.139300361 0.031275586
## Polio -0.15964383 0.003346941 -0.072322197
## Total expenditure -0.22729590 0.272657554 0.839711096
## Diphtheria -0.17323864 0.007983158 -0.067911189
## HIV/AIDS -0.60761482 0.512556738 -0.126062947
## GDP -0.46898138 -0.356291671 -0.064170842
## Population 0.05679210 0.161233546 0.072790071
## thinness 1-19 years -0.26530326 -0.299239071 0.135005040
## thinness 5-9 years -0.27667193 -0.286904310 0.118920745
## Income composition of resources 0.06465427 0.083854805 -0.050315324
## Schooling 0.00676468 0.120316732 -0.008904678
## PC7 PC8
## Adult Mortality 0.005640719 0.13715026
## infant deaths -0.017019799 0.08044218
## Alcohol 0.217868185 -0.25687027
## percentage expenditure -0.175578398 0.12310843
## Hepatitis B -0.120297245 0.16959445
## Measles -0.528486056 -0.37902703
## BMI 0.143383401 0.26240826
## under-five deaths -0.011451314 0.08254507
## Polio -0.046003479 -0.01938793
## Total expenditure -0.203998083 -0.09883421
## Diphtheria -0.092360019 0.05418510
## HIV/AIDS 0.070836753 0.01655658
## GDP -0.154342992 0.10923212
## Population 0.130481042 0.39771183
## thinness 1-19 years 0.259183145 -0.15985702
## thinness 5-9 years 0.283736653 -0.17631181
## Income composition of resources 0.273684681 -0.19261228
## Schooling 0.282866057 -0.16437954
# Computing communalities
communalities.expect <- rowSums(unrot.fact.expect^2)
communalities.expect
## Adult Mortality infant deaths
## 0.7777239 0.9296275
## Alcohol percentage expenditure
## 0.7406383 0.9789528
## Hepatitis B Measles
## 0.7125015 0.9107171
## BMI under-five deaths
## 0.6820267 0.9180793
## Polio Total expenditure
## 0.6725291 0.9959872
## Diphtheria HIV/AIDS
## 0.7786643 0.7964228
## GDP Population
## 0.9774681 0.8035895
## thinness 1-19 years thinness 5-9 years
## 0.9227307 0.9283872
## Income composition of resources Schooling
## 0.8048302 0.8404528
# Performing the varimax rotation. The default in the varimax function is norm=TRUE thus, Kaiser normalization is carried out
rot.fact.expect <- varimax(unrot.fact.expect)
View(unrot.fact.expect)
rot.fact.expect
## $loadings
##
## Loadings:
## PC1 PC2 PC3 PC4 PC5 PC6
## Adult Mortality -0.255 -0.820 0.109
## infant deaths 0.874 0.132
## Alcohol 0.781 -0.110 -0.251
## percentage expenditure 0.221 -0.954
## Hepatitis B -0.106 -0.825
## Measles 0.365
## BMI 0.396 0.212
## under-five deaths 0.867 0.148
## Polio 0.230 -0.779
## Total expenditure 0.119 0.975
## Diphtheria 0.179 -0.856
## HIV/AIDS -0.880
## GDP 0.264 -0.939
## Population 0.893
## thinness 1-19 years -0.233 0.289 0.115
## thinness 5-9 years -0.204 0.283 -0.103 0.120
## Income composition of resources 0.779 -0.188 0.267 -0.185
## Schooling 0.788 -0.210 0.210 -0.200
## PC7 PC8
## Adult Mortality -0.128
## infant deaths -0.286 -0.251
## Alcohol 0.184
## percentage expenditure
## Hepatitis B
## Measles -0.877
## BMI 0.265 0.629
## under-five deaths -0.278 -0.253
## Polio
## Total expenditure 0.109
## Diphtheria
## HIV/AIDS -0.102
## GDP 0.111
## Population
## thinness 1-19 years -0.869
## thinness 5-9 years -0.878
## Income composition of resources 0.236
## Schooling 0.268
##
## PC1 PC2 PC3 PC4 PC5 PC6 PC7 PC8
## SS loadings 2.378 2.636 2.187 1.662 1.990 0.999 1.033 2.286
## Proportion Var 0.132 0.146 0.122 0.092 0.111 0.055 0.057 0.127
## Cumulative Var 0.132 0.279 0.400 0.492 0.603 0.658 0.716 0.843
##
## $rotmat
## [,1] [,2] [,3] [,4] [,5] [,6]
## [1,] 0.52640103 -0.36034985 -0.336277687 0.24353330 -0.33872463 0.137680658
## [2,] 0.35765131 0.78244415 -0.024511924 0.25014789 -0.32756010 0.003414743
## [3,] 0.06380306 -0.08762933 0.887940126 -0.09089856 -0.36302737 0.033842927
## [4,] -0.06676071 0.07791255 0.215014154 0.66692033 0.56079234 -0.179853511
## [5,] 0.29076340 0.23150227 0.007120906 -0.59495208 0.46359333 0.251302679
## [6,] -0.10516989 0.08627955 0.075906392 0.23854362 0.08904503 0.904761912
## [7,] 0.54219628 0.08881104 0.152932841 -0.03621560 0.26870550 -0.223832193
## [8,] -0.44371026 0.41863471 -0.149822522 -0.11353274 -0.19142269 -0.125266689
## [,7] [,8]
## [1,] 0.14535751 0.51559639
## [2,] -0.28573205 -0.08798755
## [3,] 0.02662144 0.24063901
## [4,] -0.06789705 0.38342338
## [5,] -0.18783688 0.44101038
## [6,] 0.26268856 -0.15264954
## [7,] 0.66681461 -0.32632891
## [8,] 0.58564493 0.44408934
# The print method of varimax omits loadings less than abs(0.1). In order to display all the loadings, it is necessary to ask explicitly the contents of the object $loadings
fact.load.expect <- rot.fact.expect$loadings[,1:8]
fact.load.expect
## PC1 PC2 PC3
## Adult Mortality -0.254858862 0.0005504121 0.087205188
## infant deaths -0.038695120 0.8738668487 0.131522194
## Alcohol 0.781242992 -0.0385397747 -0.096302365
## percentage expenditure 0.220912080 -0.0168145109 -0.028873775
## Hepatitis B -0.032035249 -0.1062696737 -0.824947460
## Measles -0.024588613 0.3651204582 0.034239970
## BMI 0.395964579 0.0375216708 -0.077390094
## under-five deaths -0.042365695 0.8667886314 0.147577071
## Polio 0.230173354 -0.0582463185 -0.779281287
## Total expenditure 0.118657358 -0.0641728315 -0.078165346
## Diphtheria 0.178828897 -0.0363866376 -0.856071596
## HIV/AIDS 0.010734018 -0.0146239754 0.067447547
## GDP 0.264262442 -0.0190029209 -0.053334876
## Population -0.003649629 0.8932696200 -0.001096928
## thinness 1-19 years -0.233393207 0.2886698352 0.066810109
## thinness 5-9 years -0.204471008 0.2825571882 0.072241333
## Income composition of resources 0.778574654 -0.0060649635 -0.187552987
## Schooling 0.787946721 -0.0543647282 -0.210391173
## PC4 PC5 PC6
## Adult Mortality -0.819847086 0.10867867 -0.06565416
## infant deaths 0.012976927 0.03199601 -0.03128599
## Alcohol -0.110483781 -0.25097454 0.07187663
## percentage expenditure 0.073302922 -0.95382823 0.06022871
## Hepatitis B 0.039119070 0.01957161 0.04993078
## Measles 0.026845735 0.03704775 -0.04207268
## BMI 0.211765212 -0.04338500 0.06701899
## under-five deaths -0.003912099 0.03068094 -0.02928492
## Polio 0.070488037 -0.04726818 0.01637652
## Total expenditure -0.016411216 -0.09005056 0.97456198
## Diphtheria 0.061593428 -0.06333134 0.02578247
## HIV/AIDS -0.880396640 0.03286407 0.07031089
## GDP 0.083985106 -0.93924537 0.04867754
## Population 0.008902193 -0.01087973 -0.02909554
## thinness 1-19 years -0.085327429 0.11524207 -0.05517912
## thinness 5-9 years -0.102629631 0.11997499 -0.06732847
## Income composition of resources 0.266966972 -0.18492836 0.02859589
## Schooling 0.210146391 -0.20017544 0.08750792
## PC7 PC8
## Adult Mortality 0.022614789 -0.12799855
## infant deaths -0.286227194 -0.25118091
## Alcohol -0.071752428 0.18446859
## percentage expenditure 0.022753959 0.09862747
## Hepatitis B 0.097219221 0.07606355
## Measles -0.877468893 -0.04256997
## BMI 0.265342429 0.62945751
## under-five deaths -0.278201728 -0.25292788
## Polio -0.030868596 0.02129381
## Total expenditure 0.040040078 0.10921062
## Diphtheria -0.015016550 0.06170175
## HIV/AIDS -0.003408854 -0.10203417
## GDP 0.022158040 0.11104907
## Population 0.057156749 -0.03651462
## thinness 1-19 years 0.029591876 -0.86947255
## thinness 5-9 years 0.031312151 -0.87811220
## Income composition of resources 0.035503837 0.23641213
## Schooling 0.091822996 0.26842496
# Computing the rotated factor scores for the 30 European Countries. Notice that signs are reversed for factors F2 (PC2), F3 (PC3) and F4 (PC4)
scale.expect <- scale(expect[,5:22])
scale.expect
## Adult Mortality infant deaths Alcohol percentage expenditure
## [1,] 0.756399351 0.243670849 -1.122607025 -0.3568005157
## [2,] 0.820240811 0.260220675 -1.122607025 -0.3555249810
## [3,] 0.796300263 0.276770502 -1.122607025 -0.3556979766
## [4,] 0.828220994 0.301595241 -1.122607025 -0.3528757337
## [5,] 0.852161541 0.318145067 -1.122607025 -0.3932838289
## [6,] 0.884082271 0.342969806 -1.122607025 -0.3520258433
## [7,] 0.900042636 0.367794546 -1.122607025 -0.3650526557
## [8,] 0.947923731 0.392619285 -1.117643247 -0.3826105095
## [9,] 1.011765192 0.409169111 -1.120125136 -0.3911163757
## [10,] 1.011765192 0.425718937 -1.117643247 -0.3875572255
## [11,] 0.979844462 0.433993851 -1.120125136 -0.3965286935
## [12,] 0.995804827 0.450543677 -1.120125136 -0.3886232895
## [13,] 1.011765192 0.450543677 -1.122607025 -0.3910146853
## [14,] -1.318448107 0.458818590 -1.122607025 -0.3877187545
## [15,] 1.179349025 0.458818590 -1.122607025 -0.3913070432
## [16,] 1.219249937 0.458818590 -1.122607025 -0.3913921760
## [17,] -0.751855147 -0.269373763 0.016580042 -0.1898549112
## [18,] -1.278547194 -0.269373763 -0.005756959 -0.1536039024
## [19,] -0.672053322 -0.269373763 0.056290267 -0.1523943320
## [20,] -0.656092957 -0.269373763 0.150602050 -0.1628725692
## [21,] -0.640132592 -0.269373763 0.207685498 -0.1488785189
## [22,] -0.616192044 -0.261098850 0.185348497 -0.3735447035
## [23,] -0.616192044 -0.261098850 0.311924837 -0.1994723480
## [24,] -1.334408472 -0.261098850 0.267250835 -0.3765009348
## [25,] -1.270567012 -0.261098850 0.259805168 -0.3789881126
## [26,] -0.552350584 -0.261098850 0.192794164 -0.3954409976
## [27,] -1.222685917 -0.261098850 0.155565828 -0.3819743241
## [28,] -1.206725552 -0.261098850 0.001688708 -0.2712157808
## [29,] -1.198745369 -0.261098850 -0.060358518 -0.3889511476
## [30,] -1.222685917 -0.261098850 -0.199344304 -0.3379074178
## [31,] -1.230666099 -0.261098850 -0.070286074 -0.3426318416
## [32,] -1.254606647 -0.261098850 -0.216717527 -0.3451863864
## [33,] -1.254606647 -0.095600588 -1.122607025 -0.3664878856
## [34,] -0.448608211 -0.095600588 -0.993548795 -0.0878355151
## [35,] -0.440628029 -0.095600588 -0.961284238 -0.0813125791
## [36,] -0.416687481 -0.095600588 -0.986103128 -0.1079856467
## [37,] -0.392746934 -0.095600588 -1.013403908 -0.1524849355
## [38,] -0.360826203 -0.103875501 -1.000994462 -0.1971942537
## [39,] -0.336885656 -0.103875501 -1.010922019 -0.3728259705
## [40,] -0.312945108 -0.103875501 -1.015885797 -0.2152360844
## [41,] -0.289004561 -0.103875501 -1.035740909 -0.2437052140
## [42,] -0.257083831 -0.112150414 -1.000994462 -0.3958691575
## [43,] -1.230666099 -0.112150414 -1.013403908 -0.2720394943
## [44,] 1.434714866 0.285045415 0.942324653 -0.3836952534
## [45,] 1.490576144 0.301595241 0.885241205 -0.3768780861
## [46,] 1.514516691 0.326419980 0.919987651 -0.2517301324
## [47,] 1.538457239 0.351244720 0.875313649 -0.2609564066
## [48,] 1.570377969 0.376069459 0.810784534 -0.2883761695
## [49,] 1.602298699 0.400894198 0.614715300 -0.2762861075
## [50,] 1.618259064 0.425718937 0.629606634 -0.2552614108
## [51,] 1.650179794 0.450543677 0.450910623 -0.2922599134
## [52,] -0.400727116 -0.203174458 0.843049091 0.0843540891
## [53,] -0.392746934 -0.203174458 0.929915207 0.1721337677
## [54,] -1.246626464 -0.194899545 0.947288431 0.2470311494
## [55,] -1.246626464 -0.194899545 0.887723094 0.4577890371
## [56,] -0.376786568 -0.186624632 0.897650650 -0.2906742131
## [57,] -0.336885656 -0.186624632 0.942324653 0.3973723326
## [58,] -0.336885656 -0.186624632 0.962179765 0.4062926062
## [59,] -0.312945108 -0.186624632 0.900132539 0.2311725166
## [60,] -0.328905473 -0.178349719 0.798375088 0.1490447573
## [61,] -0.328905473 -0.178349719 0.743773530 -0.3426540311
## [62,] -1.238646282 -0.178349719 0.768592420 0.0115919063
## [63,] -0.249103648 -0.178349719 0.766110531 -0.3645851461
## [64,] -0.241123465 -0.170074806 0.813266423 -0.1300493567
## [65,] -1.246626464 -0.261098850 -0.154670301 -0.2292849689
## [66,] -0.360826203 -0.261098850 -0.184452970 -0.2384819695
## [67,] -0.376786568 -0.261098850 -0.159634079 -0.2414812274
## [68,] -0.320925291 -0.261098850 -0.109996299 -0.2489596816
## [69,] -0.289004561 -0.261098850 -0.075249852 -0.2698069813
## [70,] -0.249103648 -0.261098850 -0.142260856 -0.2829579985
## [71,] -1.230666099 -0.261098850 -0.142260856 -0.3956759052
## [72,] -0.289004561 -0.261098850 -0.134815189 -0.3719818359
## [73,] -0.217182918 -0.261098850 -0.129851411 -0.2583166799
## [74,] -0.249103648 -0.261098850 -0.070286074 -0.3858253815
## [75,] -0.289004561 -0.261098850 -0.179489192 -0.3417591261
## [76,] -0.273044196 -0.261098850 -0.373076536 -0.3931449133
## [77,] -0.273044196 -0.261098850 -0.415268650 -0.3648162526
## [78,] -0.217182918 -0.261098850 -0.415268650 -0.3670810932
## [79,] -0.209202735 -0.261098850 -0.405341094 -0.3786983742
## [80,] -1.294507559 -0.261098850 1.284825339 5.7243187593
## [81,] -0.855597520 -0.261098850 1.324535564 6.2731333681
## [82,] -0.855597520 -0.261098850 1.364245789 6.2618470454
## [83,] -0.839637155 -0.261098850 1.431256793 5.8476126446
## [84,] -0.831656973 -0.261098850 1.485858351 4.6479516718
## [85,] -0.815696608 -0.261098850 1.510677242 3.6796235358
## [86,] -0.815696608 -0.261098850 1.545423688 4.4612255132
## [87,] -0.815696608 -0.261098850 1.495785908 0.0986938130
## [88,] -0.815696608 -0.261098850 1.433738682 3.1195980794
## [89,] -0.807716425 -0.261098850 1.431256793 -0.0681209618
## [90,] -0.791756060 -0.261098850 1.317089897 -0.0627577001
## [91,] -0.775795695 -0.261098850 1.349354454 1.7795163514
## [92,] -0.759835330 -0.261098850 1.317089897 -0.3709501443
## [93,] -0.743874965 -0.261098850 1.240151337 1.3445248650
## [94,] -0.815696608 -0.269373763 1.932598378 4.3491884809
## [95,] -0.799736243 -0.269373763 1.808503926 -0.3458267400
## [96,] -1.286527377 -0.269373763 1.917707044 4.0809908342
## [97,] -0.759835330 -0.269373763 1.863105485 4.3049152504
## [98,] -0.743874965 -0.269373763 1.877996819 3.8222732403
## [99,] -0.727914600 -0.269373763 1.679445696 4.1805715310
## [100,] -0.735894782 -0.269373763 1.853177929 4.3375573265
## [101,] -1.278547194 -0.269373763 1.977272380 3.8396874713
## [102,] -0.695993870 -0.269373763 1.952453490 -0.3575682553
## [103,] -0.664073140 -0.269373763 1.952453490 3.0090530902
## [104,] -0.656092957 -0.269373763 1.877996819 2.6249584421
## [105,] -0.640132592 -0.269373763 1.902815709 -0.1105840384
## [106,] -1.270567012 -0.269373763 1.977272380 1.8645006095
## [107,] -0.608211862 -0.269373763 1.952453490 1.6392830033
## [108,] -0.576291132 -0.269373763 2.151004613 1.6248489551
## [109,] -0.392746934 -0.227999198 -1.122607025 -0.2232745434
## [110,] -0.376786568 -0.227999198 -0.593964661 -0.2406292664
## [111,] -0.360826203 -0.227999198 -1.122607025 -0.2349683230
## [112,] -0.344865838 -0.227999198 -0.633674885 -0.2477396494
## [113,] -1.238646282 -0.227999198 -0.633674885 -0.2571608760
## [114,] -0.289004561 -0.219724284 -0.603892217 -0.3845360923
## [115,] -0.217182918 -0.219724284 -0.832226008 -0.2800726059
## [116,] -1.230666099 -0.219724284 -0.871936233 -0.2972681484
## [117,] -0.113440545 -0.219724284 -0.914128346 -0.3372725883
## [118,] -0.049599085 -0.219724284 -0.943911015 -0.3511109748
## [119,] -0.113440545 -0.219724284 -0.971211794 -0.3924313555
## [120,] -0.113440545 -0.211449371 -0.988585017 -0.3732081046
## [121,] -0.177282005 -0.211449371 -0.988585017 -0.3749602212
## [122,] -0.289004561 0.541567721 -1.122607025 -0.3913799870
## [123,] -0.265064013 0.591217200 -1.122607025 -0.3672879255
## [124,] -0.249103648 0.649141591 -1.122607025 -0.3636334497
## [125,] -1.230666099 0.707065983 -1.122607025 -0.3618764535
## [126,] -0.209202735 0.773265288 -1.122607025 -0.3617004847
## [127,] -0.193242370 0.847739506 -1.122607025 -0.3670411475
## [128,] -0.169301823 0.922213724 -1.122607025 -0.3731661894
## [129,] -0.137381093 1.004962855 -1.122607025 -0.3709625445
## [130,] -0.129400910 1.087711986 -1.122607025 -0.3732561125
## [131,] -0.105460362 1.170461117 -1.122607025 -0.3756866284
## [132,] -0.081519815 1.261485161 -1.122607025 -0.3949791235
## [133,] -0.057579267 1.352509205 -1.122607025 -0.3771475127
## [134,] 0.245667669 -0.269373763 2.334664402 0.2547353166
## [135,] -1.158844456 -0.269373763 2.513360412 0.2335574177
## [136,] 0.205766756 -0.269373763 2.932799659 -0.3451874775
## [137,] 0.509013692 -0.269373763 3.171061007 0.0840923614
## [138,] 0.429211867 -0.269373763 2.458758853 -0.3924897389
## [139,] 0.461132597 -0.269373763 2.371892737 -0.1501652173
## [140,] 0.445172232 -0.261098850 2.515842301 -0.1120763165
## [141,] 0.461132597 -0.261098850 2.404157295 -0.1335221282
## [142,] 0.596795700 -0.261098850 2.002091271 -0.1901670801
## [143,] 0.668617343 -0.261098850 1.607470914 -0.3713691368
## [144,] 0.628716430 -0.261098850 1.865587374 -0.3732538478
## [145,] 0.676597525 -0.261098850 1.647181139 -0.3837690505
## [146,] 0.748419168 -0.261098850 1.910261376 -0.3146549365
## [147,] 0.684577708 -0.261098850 1.540459910 -0.3893251021
## [148,] 0.628716430 -0.261098850 2.096403054 -0.3835338950
## [149,] -0.735894782 -0.269373763 2.002091271 3.6745495493
## [150,] -0.727914600 -0.269373763 1.796094481 0.0019245921
## [151,] -0.719934417 -0.269373763 1.376655234 -0.0196106669
## [152,] -1.278547194 -0.269373763 1.384100901 0.0082741784
## [153,] -0.695993870 -0.269373763 1.411401680 -0.0188934699
## [154,] -0.664073140 -0.269373763 1.369209567 -0.0153680370
## [155,] -0.648112774 -0.269373763 1.473448906 3.6902965491
## [156,] -0.656092957 -0.269373763 1.418847347 -0.0333199686
## [157,] -0.664073140 -0.269373763 1.600025247 2.7740701136
## [158,] -0.632152409 -0.269373763 1.920188933 2.4836107719
## [159,] -0.616192044 -0.261098850 1.865587374 2.5360734543
## [160,] -0.584271314 -0.269373763 1.674481918 -0.1089496350
## [161,] -0.552350584 -0.261098850 1.676963807 -0.2152395846
## [162,] -1.334408472 -0.261098850 1.607470914 1.2757869549
## [163,] -1.254606647 -0.261098850 1.657108695 -0.2340599356
## [164,] 0.070103653 -0.269373763 0.507994071 -0.0164171147
## [165,] -1.198745369 -0.269373763 0.503030293 -0.0396603771
## [166,] 0.165865844 -0.269373763 0.527849184 -0.0660350741
## [167,] 0.157885661 -0.269373763 0.522885406 -0.0530600911
## [168,] 0.141925296 -0.269373763 0.552668074 -0.0733394124
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## [673,] -1.118943544 12.142995890 -0.785070116 -0.3775028745
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## [675,] 0.365370407 12.970487200 -0.827262230 -0.3817782796
## [676,] 0.086064018 0.715340896 -1.102751913 -0.2835929935
## [677,] 0.102024383 0.756715462 -1.102751913 -0.3843306346
## [678,] 0.117984748 0.798090027 -1.105233802 -0.2526701455
## [679,] 0.133945113 0.839464593 -1.105233802 -0.2768798857
## [680,] 0.149905478 0.872564245 -1.105233802 -0.2890062046
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## [683,] -1.190765187 1.004962855 -1.110197580 -0.3389780461
## [684,] 0.181826209 1.046337420 -1.110197580 -0.3563819756
## [685,] -1.190765187 1.079437073 -1.110197580 -0.3942588730
## [686,] 0.357390224 1.170461117 -1.110197580 -0.3658491094
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## [688,] 0.165865844 1.195285856 -1.112679469 -0.3727739594
## [689,] 0.157885661 1.236660422 -1.110197580 -0.3780150621
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## [702,] -0.815696608 -0.269373763 1.542941799 0.0269399141
## [703,] -0.807716425 -0.269373763 1.478412684 0.0026029438
## [704,] -0.791756060 -0.269373763 1.726601588 3.3638147368
## [705,] -1.286527377 -0.269373763 1.783685036 3.2332230338
## [706,] -0.799736243 -0.269373763 1.823395260 2.1658695465
## [707,] -1.294507559 -0.261098850 -0.474833987 2.0744093317
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## [722,] -0.887518250 -0.252823937 0.751219197 2.3491372913
## [723,] -0.879538068 -0.252823937 0.699099527 -0.1226570460
## [724,] -1.294507559 -0.252823937 0.733845974 2.3276847886
## [725,] -1.294507559 -0.252823937 0.607269633 2.6947698705
## [726,] -1.294507559 -0.252823937 0.599823966 2.5697020568
## [727,] -0.855597520 -0.252823937 0.674280637 2.5831442132
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## [729,] -0.839637155 -0.252823937 0.952252209 2.5749047775
## [730,] -0.823676790 -0.252823937 0.969625432 -0.1283414324
## [731,] -0.815696608 -0.252823937 1.021745102 2.1641762824
## [732,] -0.815696608 -0.252823937 1.103647440 2.0304011820
## [733,] -0.767815512 -0.252823937 1.183067889 1.6031366114
## [734,] -0.767815512 -0.252823937 1.170658444 1.2416580987
## [735,] -0.743874965 -0.252823937 1.279861561 -0.3955432720
## [736,] -0.727914600 -0.244549024 1.302198563 -0.3794091664
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## [752,] -0.416687481 -0.236274111 -1.018367686 -0.3581723611
## [753,] -0.408707299 -0.236274111 -0.998512573 0.0096618166
## [754,] -0.400727116 -0.236274111 -0.978657461 -0.0171829926
## [755,] -0.392746934 -0.236274111 -0.973693683 -0.0930492201
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## [757,] -0.376786568 -0.236274111 -0.978657461 -0.2191931140
## [758,] -0.328905473 -0.236274111 -0.988585017 -0.3817188705
## [759,] -0.344865838 -0.236274111 -0.991066906 -0.3788297001
## [760,] -0.328905473 -0.236274111 -0.991066906 -0.2672702970
## [761,] -0.312945108 -0.236274111 -0.991066906 -0.2500051082
## [762,] -0.296984743 -0.236274111 -0.988585017 -0.2559507653
## [763,] -0.281024378 -0.236274111 -1.003476351 -0.2681156637
## [764,] -1.166824639 -0.227999198 0.436019289 -0.3834229040
## [765,] -1.118943544 -0.227999198 0.483175181 -0.3823073423
## [766,] 0.365370407 -0.219724284 0.567559408 -0.2635341180
## [767,] 0.445172232 -0.211449371 0.520403516 -0.2954722357
## [768,] 0.540934422 -0.211449371 0.570041297 -0.3909791163
## [769,] 0.532954240 -0.211449371 0.522885406 0.0621122793
## [770,] 0.716498438 -0.203174458 0.761146753 0.0053176810
## [771,] 0.955903914 -0.203174458 0.721436528 -0.1132559252
## [772,] 1.011765192 -0.203174458 0.632088523 -0.3540043676
## [773,] 1.003785009 -0.203174458 0.597342077 -0.1973098244
## [774,] 0.947923731 -0.203174458 0.500548404 -0.3780388051
## [775,] 0.908022819 -0.203174458 0.507994071 -0.3839974337
## [776,] 0.860141724 -0.203174458 0.361562618 -0.3148374654
## [777,] 0.923983184 -0.203174458 0.301997281 -0.3901507917
## [778,] 0.987824644 -0.194899545 0.364044507 -0.3333461925
## [779,] 0.692557891 0.194021371 -1.122607025 -0.3001376141
## [780,] 0.716498438 0.210571197 -0.668421332 -0.3029980511
## [781,] 0.756399351 0.218846110 -0.675866999 -0.3096506960
## [782,] 0.876102089 0.227121023 -0.678348888 -0.3349582469
## [783,] 1.003785009 0.235395936 -0.695722111 -0.3651506387
## [784,] 1.187329207 0.243670849 -0.663457554 -0.3932555536
## [785,] 1.362893223 0.260220675 -0.700685889 -0.3629192592
## [786,] 1.498556326 0.276770502 -0.636156774 -0.3633067794
## [787,] 1.753922167 0.293320328 -0.688276444 -0.3674163967
## [788,] 1.945446548 0.309870154 -0.673385110 -0.3748327574
## [789,] 2.105050198 0.326419980 -0.770178782 -0.3766852859
## [790,] 2.144951111 0.342969806 -0.755287448 -0.3769386388
## [791,] 2.144951111 0.359519633 -0.713095334 -0.3787094741
## [792,] -1.326428290 -0.269373763 -1.122607025 -0.3416846300
## [793,] -1.166824639 -0.269373763 -1.122607025 -0.3192957008
## [794,] -1.150864274 -0.269373763 -1.122607025 -0.3135001055
## [795,] -1.134903909 -0.269373763 -0.993548795 -0.3799996426
## [796,] -1.126923726 -0.269373763 -1.005958241 -0.3869631604
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## [798,] -1.174804821 -0.269373763 -1.010922019 -0.3020375979
## [799,] 0.341429859 -0.269373763 -0.956320460 -0.2900489835
## [800,] 0.349410042 -0.269373763 -0.936465348 -0.3869756860
## [801,] 0.357390224 -0.269373763 -0.976175572 -0.3338020419
## [802,] 0.365370407 -0.269373763 -1.005958241 -0.3912788798
## [803,] 0.373350589 -0.269373763 -1.000994462 -0.3963145283
## [804,] 0.389310954 -0.269373763 -1.003476351 -0.3570983173
## [805,] 0.405271319 -0.269373763 -0.976175572 -0.3632281968
## [806,] 0.429211867 -0.269373763 -1.010922019 -0.3910224270
## [807,] -0.097480180 -0.269373763 -1.122607025 0.4795636382
## [808,] -0.057579267 -0.269373763 1.448630016 -0.3118762621
## [809,] -0.041618902 -0.269373763 1.408919791 0.3734866128
## [810,] 0.006262193 -0.269373763 1.391546568 -0.3832730240
## [811,] -1.198745369 -0.269373763 1.307162341 0.2336227241
## [812,] 0.125964931 -0.269373763 1.319571786 0.2493422164
## [813,] 0.245667669 -0.269373763 1.813467704 -0.2532764291
## [814,] 0.421231685 -0.269373763 1.882960597 -0.3001229762
## [815,] 0.485073145 -0.269373763 1.456075683 0.2275287654
## [816,] 0.381330772 -0.269373763 1.336945009 -0.3479068962
## [817,] -1.134903909 -0.269373763 1.061455326 -0.3518249200
## [818,] -1.110963361 -0.269373763 0.919987651 -0.1255715002
## [819,] 0.405271319 -0.269373763 0.721436528 -0.1833283091
## [820,] 0.477092962 -0.269373763 0.532812962 -0.2084426286
## [821,] 0.397291137 -0.269373763 0.644497968 -0.2318949969
## [822,] -0.552350584 -0.261098850 -0.797479561 -0.3175233669
## [823,] -0.568310949 -0.261098850 -0.804925229 -0.3890439065
## [824,] -0.600231679 -0.261098850 -0.745359892 -0.3113982150
## [825,] -0.600231679 -0.261098850 -0.735432336 0.0773572392
## [826,] -0.592251497 -0.261098850 -0.732950447 0.0604935777
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## [830,] -1.334408472 -0.261098850 -0.673385110 -0.0934465934
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## [832,] -1.238646282 -0.261098850 -0.603892217 -0.0458223783
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## [835,] -1.254606647 -0.261098850 -0.581555215 -0.1070753185
## [836,] -0.448608211 -0.261098850 -0.564181992 -0.1674515133
## [837,] 2.823266626 -0.236274111 -1.122607025 -0.3051596148
## [838,] 2.791345896 -0.236274111 -1.122607025 -0.3101524242
## [839,] 2.751444983 -0.236274111 -1.122607025 -0.3017450016
## [840,] -0.927419163 -0.236274111 -0.531917435 -0.2860049549
## [841,] 2.863167539 -0.236274111 -0.452496986 -0.3092848368
## [842,] 3.174394657 -0.236274111 -0.442569429 -0.3380224923
## [843,] 3.381879403 -0.227999198 -0.442569429 -0.3451052218
## [844,] 3.709066887 -0.236274111 -0.457460764 -0.3920973898
## [845,] 3.876650720 -0.227999198 -0.477315876 -0.3568709144
## [846,] 4.044234553 -0.227999198 -0.462424542 -0.3644038030
## [847,] 3.972412910 -0.227999198 -0.678348888 -0.3587138566
## [848,] 3.828769625 -0.227999198 -0.631192996 -0.3943048480
## [849,] 1.283091398 -0.203174458 -1.122607025 -0.3664102088
## [850,] 0.716498438 -0.194899545 -1.122607025 -0.3717108509
## [851,] 0.740438986 -0.194899545 -1.122607025 -0.3699771428
## [852,] 0.780339898 -0.194899545 -0.201826193 -0.3629583496
## [853,] 0.828220994 -0.194899545 -0.221681305 -0.3734948141
## [854,] 0.868121906 -0.186624632 -0.194380526 -0.3941392822
## [855,] 0.900042636 -0.186624632 -0.162115968 -0.3745618059
## [856,] 0.006262193 -0.269373763 2.644900531 0.8599052942
## [857,] 0.078083836 -0.269373763 2.607672196 0.7218179192
## [858,] 0.062123471 -0.269373763 2.632491086 0.6298768188
## [859,] -1.198745369 -0.269373763 2.016982605 0.6024508443
## [860,] 0.157885661 -0.269373763 2.076547942 0.4120149732
## [861,] 0.189806391 -0.269373763 1.952453490 0.4249336022
## [862,] 0.445172232 -0.269373763 2.175823503 0.6759643677
## [863,] -1.150864274 -0.269373763 2.200642394 0.5016619140
## [864,] 0.485073145 -0.269373763 2.026910161 -0.3310930446
## [865,] 0.429211867 -0.269373763 1.927634600 0.1220568385
## [866,] -1.150864274 -0.269373763 1.877996819 -0.3539116065
## [867,] -1.166824639 -0.269373763 1.676963807 -0.3512768033
## [868,] -1.166824639 -0.269373763 1.604989025 -0.0779072353
## [869,] -1.174804821 -0.269373763 1.406437902 -0.3729482324
## [870,] -1.326428290 -0.269373763 1.324535564 -0.1851452782
## [871,] -0.823676790 -0.269373763 1.634771694 8.8426154001
## [872,] -0.799736243 -0.269373763 1.609952803 8.4223122454
## [873,] -1.286527377 -0.269373763 1.689373252 0.9013086351
## [874,] -0.767815512 -0.269373763 1.729083477 9.2822203931
## [875,] -0.759835330 -0.269373763 1.694337030 0.8914577546
## [876,] -0.735894782 -0.269373763 1.709228365 0.7693252324
## [877,] -1.278547194 -0.269373763 1.736529144 10.3808950116
## [878,] -0.688013687 -0.269373763 1.791130703 -0.2455178737
## [879,] -0.664073140 -0.269373763 1.848214151 8.3255302986
## [880,] -1.270567012 -0.269373763 1.813467704 0.3679299370
## [881,] -0.608211862 -0.269373763 1.957417268 6.6353363264
## [882,] -0.608211862 -0.269373763 2.004573160 5.3503062548
## [883,] -0.584271314 -0.269373763 2.079029831 0.1202416964
## [884,] -0.576291132 -0.269373763 2.074066053 4.0804020565
## [885,] -0.560330767 -0.269373763 2.136113279 4.2900358259
## [886,] 0.453152415 -0.029401283 -1.122607025 -0.3942831546
## [887,] -1.158844456 -0.029401283 -0.909164568 -0.3521227849
## [888,] 0.532954240 -0.021126370 -0.909164568 -0.3632240551
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## [890,] 0.636696613 -0.004576544 -0.869454344 -0.3537737369
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## [893,] 0.740438986 0.020248195 -0.948874793 -0.3658097328
## [894,] 0.756399351 0.028523109 -0.956320460 -0.3754796721
## [895,] 0.772359716 0.036798022 -0.946392904 -0.3781347220
## [896,] 0.788320081 0.045072935 -0.924055902 -0.3838303403
## [897,] 0.796300263 0.061622761 -0.894273234 -0.3762128089
## [898,] 0.820240811 0.069897674 -0.901718901 -0.3703026836
## [899,] 1.666140159 -0.045951109 -1.122607025 -0.3635035501
## [900,] 1.801803262 -0.029401283 -1.122607025 -0.3655819446
## [901,] -1.007220988 -0.012851457 -1.122607025 -0.3502697949
## [902,] 2.176871841 -0.004576544 -0.819816563 -0.3894872427
## [903,] 2.344455674 0.020248195 -0.857044898 -0.3917883465
## [904,] 2.575880968 0.028523109 -0.837189786 -0.3928188739
## [905,] 2.847207174 0.028523109 -0.809889007 -0.3550581582
## [906,] 3.118533380 0.036798022 -0.832226008 -0.3948911221
## [907,] 3.341978490 0.045072935 -0.832226008 -0.3934259792
## [908,] -0.815696608 0.053347848 -0.866972455 -0.3940946775
## [909,] 3.565423601 0.061622761 -0.849599231 -0.3642718498
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## [911,] -0.807716425 0.111272240 -0.852081120 -0.3951094658
## [912,] -0.336885656 -0.236274111 -0.996030684 0.0127282923
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## [925,] -0.193242370 -0.236274111 -0.993548795 -0.2778102023
## [926,] -0.153341458 -0.236274111 -0.991066906 -0.3840328670
## [927,] -0.847617338 -0.269373763 -1.122607025 0.7689589009
## [928,] -0.831656973 -0.269373763 -1.122607025 0.5272863570
## [929,] -0.823676790 -0.269373763 -1.122607025 0.3188707728
## [930,] -0.807716425 -0.269373763 -0.648566219 0.2165266234
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## [933,] -0.695993870 -0.269373763 -0.688276444 0.2152866179
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## [935,] -0.640132592 -0.269373763 -0.723022890 -0.0222390824
## [936,] -0.600231679 -0.269373763 -0.760251226 -0.0443499125
## [937,] -1.214705734 -0.269373763 -0.727986668 -0.0494899668
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## [940,] -0.312945108 -0.269373763 -0.633674885 -0.3738379394
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## [942,] 0.828220994 0.160921718 -1.122607025 -0.3708505923
## [943,] 0.852161541 0.169196631 -1.122607025 -0.3763650942
## [944,] -1.126923726 0.169196631 -1.122607025 -0.3424379999
## [945,] 0.820240811 0.177471544 -0.973693683 -0.3394453163
## [946,] 0.836201176 0.177471544 -0.976175572 -0.3918693029
## [947,] 0.860141724 0.185746458 -0.978657461 -0.3492092566
## [948,] 0.876102089 0.185746458 -0.983621239 -0.3392577484
## [949,] 0.908022819 0.194021371 -0.988585017 -0.3507973887
## [950,] 0.955903914 0.202296284 -0.993548795 -0.3588300503
## [951,] -1.110963361 0.202296284 -0.988585017 -0.3630916296
## [952,] 1.019745374 0.210571197 -1.003476351 -0.3648512998
## [953,] 1.043685922 0.218846110 -0.991066906 -0.3935320381
## [954,] -0.903478615 -0.269373763 0.982034877 -0.1644888061
## [955,] -0.887518250 -0.269373763 1.004371878 -0.1845574213
## [956,] -0.879538068 -0.269373763 0.778519976 -0.2022761647
## [957,] -0.871557885 -0.269373763 0.589896409 1.6497643820
## [958,] -0.847617338 -0.269373763 0.838085313 -0.2392552490
## [959,] -0.839637155 -0.269373763 0.706545194 -0.2065992726
## [960,] -0.831656973 -0.269373763 0.646979857 1.1121916202
## [961,] -0.823676790 -0.269373763 0.723918417 1.0686013001
## [962,] -0.815696608 -0.269373763 1.068900993 0.9559448579
## [963,] -0.807716425 -0.269373763 0.465801958 0.8799660749
## [964,] -0.791756060 -0.269373763 0.495584626 -0.2817471252
## [965,] -0.775795695 -0.269373763 0.537776740 0.5567319705
## [966,] -1.134903909 -0.203174458 -1.122607025 -0.3513167654
## [967,] -1.118943544 -0.203174458 -1.122607025 -0.3922702189
## [968,] -1.110963361 -0.203174458 -1.122607025 -0.3618001072
## [969,] 0.349410042 -0.203174458 -1.122607025 -0.3522547974
## [970,] 0.365370407 -0.203174458 -1.122607025 -0.3925698992
## [971,] 0.373350589 -0.203174458 -1.122607025 -0.3909828588
## [972,] 0.389310954 -0.203174458 -1.120125136 -0.3622102627
## [973,] 0.405271319 -0.203174458 -1.120125136 -0.3931378036
## [974,] 0.421231685 -0.203174458 -1.122607025 -0.3656005360
## [975,] 0.437192050 -0.203174458 -1.122607025 -0.3659850788
## [976,] -0.161321640 -0.269373763 -1.122607025 -0.3317902435
## [977,] -0.169301823 -0.269373763 -1.122607025 0.1241987417
## [978,] -0.113440545 -0.269373763 -1.122607025 0.1229017491
## [979,] -0.081519815 -0.269373763 -0.373076536 0.1249602212
## [980,] -0.041618902 -0.269373763 -0.392931649 -0.3972566212
## [981,] -0.017678355 -0.269373763 -0.422714317 -0.0424830201
## [982,] -0.017678355 -0.269373763 -0.507098544 -0.3935385576
## [983,] -0.057579267 -0.269373763 -0.320956867 -0.0661989778
## [984,] -0.025658537 -0.269373763 -0.199344304 -0.1117472631
## [985,] -0.001717990 -0.269373763 -0.147224634 -0.1245148349
## [986,] -0.001717990 -0.269373763 -0.092623075 -0.1077651218
## [987,] 0.046163106 -0.269373763 -0.112478188 -0.1655237836
## [988,] 0.086064018 -0.269373763 -0.097586853 -0.1872080238
## [989,] 0.070103653 -0.269373763 -0.038021517 -0.3574395761
## [990,] 0.070103653 -0.269373763 0.016580042 -0.2061426660
## [991,] -0.368806386 -0.012851457 0.180384719 -0.3017229159
## [992,] -1.246626464 -0.004576544 0.172939051 -0.3118210183
## [993,] -0.360826203 0.003698369 0.187830386 -0.3332578987
## [994,] -0.352846021 0.011973282 0.190312275 0.2377305393
## [995,] -0.328905473 0.020248195 0.167975273 0.1898934790
## [996,] -1.238646282 0.028523109 0.182866608 0.1038880326
## [997,] -0.328905473 0.036798022 0.205203609 -0.3064389165
## [998,] -0.360826203 0.045072935 0.202721720 -0.3372078516
## [999,] -0.344865838 0.061622761 0.143156383 0.1598882991
## [1000,] -0.336885656 0.078172587 0.098482380 0.1701746558
## [1001,] -0.352846021 0.094722413 0.091036713 0.1261091143
## [1002,] -0.328905473 0.111272240 0.086072935 0.0467436070
## [1003,] -0.328905473 0.136096979 0.058772156 -0.3903911625
## [1004,] -0.336885656 0.160921718 0.081109157 -0.3897516080
## [1005,] -0.312945108 0.185746458 0.113373715 -0.3915039061
## [1006,] 0.453152415 -0.261098850 -1.122607025 -0.2375876472
## [1007,] 0.469112780 -0.261098850 -1.122607025 -0.2602149044
## [1008,] 0.501033510 -0.261098850 -1.122607025 -0.2530340773
## [1009,] 0.532954240 -0.261098850 -1.122607025 -0.2507536872
## [1010,] -1.142884091 -0.261098850 0.314406727 -0.3846328056
## [1011,] 0.532954240 -0.261098850 0.019061931 -0.3210528913
## [1012,] 0.453152415 -0.252823937 -0.067804185 -0.2944250752
## [1013,] -1.134903909 -0.252823937 -0.184452970 -0.3252989461
## [1014,] 0.820240811 -0.252823937 -0.402859205 -0.3279009153
## [1015,] 0.844181359 -0.252823937 -0.442569429 -0.3412232084
## [1016,] 0.923983184 -0.252823937 -0.690758333 -0.3556853221
## [1017,] 0.820240811 -0.252823937 -0.799961451 -0.3654535998
## [1018,] 0.756399351 -0.252823937 -0.521989879 -0.3657083034
## [1019,] 0.780339898 -0.252823937 -0.412786761 -0.3621610474
## [1020,] 0.844181359 -0.252823937 -0.432641873 -0.3652407095
## [1021,] -1.206725552 -0.269373763 -1.122607025 0.0153792446
## [1022,] -1.190765187 -0.269373763 -1.122607025 0.0046447230
## [1023,] -1.254606647 -0.269373763 -1.122607025 -0.0288992338
## [1024,] -0.440628029 -0.269373763 0.503030293 -0.0183240015
## [1025,] -0.424667664 -0.269373763 0.503030293 -0.0360888820
## [1026,] -0.408707299 -0.269373763 0.475729514 -0.1189678252
## [1027,] -0.376786568 -0.269373763 0.406236621 0.0057738719
## [1028,] -0.344865838 -0.269373763 0.110891826 -0.0116270592
## [1029,] -1.238646282 -0.269373763 0.210167387 -0.0586864166
## [1030,] -0.576291132 -0.120425327 -1.018367686 -0.2843513340
## [1031,] -0.568310949 -0.120425327 -1.013403908 -0.2950801538
## [1032,] -0.552350584 -0.112150414 -0.988585017 -0.3864277424
## [1033,] -1.230666099 -0.112150414 -0.991066906 -0.3847588223
## [1034,] -1.254606647 -0.103875501 -0.986103128 -0.2929205015
## [1035,] -0.416687481 -0.103875501 -0.971211794 -0.2902880605
## [1036,] -0.360826203 -0.095600588 -0.998512573 -0.2999084032
## [1037,] -0.320925291 -0.095600588 -0.986103128 -0.3077088373
## [1038,] -0.281024378 -0.087325675 -0.981139350 -0.3246935154
## [1039,] -0.249103648 -0.087325675 -1.008440130 -0.3919353620
## [1040,] -0.209202735 -0.079050762 -0.986103128 -0.3402681580
## [1041,] -0.177282005 -0.070775849 -0.981139350 -0.3472023139
## [1042,] -1.222685917 -0.062500936 -1.010922019 -0.3593870374
## [1043,] -0.105460362 -0.054226022 -1.010922019 -0.3568932686
## [1044,] -1.214705734 -0.045951109 -1.013403908 -0.3612673713
## [1045,] 1.650179794 0.235395936 -1.122607025 -0.3661046061
## [1046,] -0.975300258 0.243670849 -0.837189786 -0.3940135633
## [1047,] -0.959339893 0.260220675 -0.829744119 -0.3689477389
## [1048,] -0.967320076 0.276770502 -0.891791345 -0.3741225574
## [1049,] -0.967320076 0.301595241 -0.886827567 -0.3940533221
## [1050,] -1.310467924 0.309870154 -0.832226008 -0.3747216892
## [1051,] -0.983280441 0.326419980 -0.757769337 -0.3968650521
## [1052,] 2.049188921 0.342969806 -0.869454344 -0.3666510476
## [1053,] 2.121010563 0.376069459 -0.827262230 -0.3640100241
## [1054,] 2.121010563 0.392619285 -0.819816563 -0.3590434502
## [1055,] 2.081109651 0.409169111 -0.742878003 -0.3708394285
## [1056,] 2.041208738 0.433993851 -0.708131556 -0.3731444496
## [1057,] 1.977367278 0.450543677 -0.589000882 -0.3741113075
## [1058,] -0.959339893 0.475368416 -0.606374106 -0.3758170837
## [1059,] -1.174804821 0.061622761 -1.122607025 -0.3715465959
## [1060,] -1.166824639 0.078172587 -0.951356682 -0.3755255837
## [1061,] -1.142884091 0.094722413 -0.988585017 -0.3754744399
## [1062,] -1.126923726 0.119547153 -1.043186576 -0.3852462869
## [1063,] -1.110963361 0.136096979 -1.050632243 -0.3873802048
## [1064,] 0.341429859 0.160921718 -1.055596021 -0.3910354749
## [1065,] 1.019745374 0.218846110 -1.050632243 -0.3919006257
## [1066,] 0.389310954 0.210571197 -1.060559799 -0.3970164497
## [1067,] -1.166824639 0.235395936 -1.055596021 -0.3946846312
## [1068,] 0.445172232 0.260220675 -1.055596021 -0.3957299372
## [1069,] 0.477092962 0.276770502 -1.015885797 -0.3949564889
## [1070,] 0.501033510 0.301595241 -1.025813353 -0.3951442437
## [1071,] 0.588815518 -0.252823937 -1.122607025 0.0297998179
## [1072,] 0.509013692 -0.244549024 -1.122607025 0.0350616580
## [1073,] 0.509013692 -0.244549024 -1.122607025 0.0556492927
## [1074,] 0.796300263 -0.244549024 0.820712090 -0.3928295810
## [1075,] 1.043685922 -0.244549024 0.756182975 0.0116982804
## [1076,] -0.081519815 -0.120425327 -1.122607025 -0.3924730320
## [1077,] -0.049599085 -0.112150414 -1.058077910 -0.3517554500
## [1078,] -0.009698172 -0.103875501 -1.060559799 -0.3515094147
## [1079,] 0.030202741 -0.087325675 -1.058077910 -0.3335839411
## [1080,] 0.078083836 -0.079050762 -1.065523577 -0.3492157163
## [1081,] 0.117984748 -0.062500936 -1.070487355 -0.3937974279
## [1082,] 0.165865844 -0.045951109 -1.072969244 -0.3573737734
## [1083,] 0.205766756 -0.029401283 -1.075451134 -0.3676294384
## [1084,] -1.174804821 -0.012851457 -1.075451134 -0.3712384993
## [1085,] -1.118943544 0.003698369 -1.075451134 -0.3948966693
## [1086,] 0.397291137 0.020248195 -1.072969244 -0.3791669859
## [1087,] -1.166824639 0.045072935 -1.075451134 -0.3957315731
## [1088,] -0.879538068 -0.261098850 -1.122607025 0.4506121121
## [1089,] -1.294507559 -0.261098850 1.029190769 0.4411345485
## [1090,] -0.847617338 -0.261098850 1.121020663 0.2635717813
## [1091,] -0.839637155 -0.261098850 1.098683662 0.1980393794
## [1092,] -0.161321640 -0.252823937 -0.244018307 -0.1283799337
## [1093,] -0.089499997 -0.252823937 -0.236572639 -0.1889971767
## [1094,] -0.089499997 -0.252823937 -0.224163194 -0.2069975335
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## [1096,] -0.113440545 -0.244549024 -0.286210420 -0.2252514830
## [1097,] -0.041618902 -0.244549024 -0.291174198 -0.2309081873
## [1098,] 0.006262193 -0.244549024 -0.221681305 -0.2409629690
## [1099,] 0.038182923 -0.244549024 -0.174525414 -0.2535046271
## [1100,] -1.206725552 -0.244549024 -0.209271860 -0.3851472396
## [1101,] 0.205766756 -0.244549024 -0.206789971 -0.2730752212
## [1102,] 0.205766756 -0.236274111 -0.179489192 -0.3763905777
## [1103,] 0.237687486 -0.236274111 -0.189416748 -0.3958728443
## [1104,] 0.229707304 -0.236274111 -0.256427752 -0.3961286910
## [1105,] 0.197786574 -0.236274111 -0.253945863 -0.3846102322
## [1106,] 0.189806391 -0.236274111 -0.229126972 -0.3886465259
## [1107,] 0.437192050 0.136096979 -1.122607025 -0.3954399258
## [1108,] 0.469112780 0.136096979 -1.122607025 -0.3794110932
## [1109,] 0.509013692 0.136096979 -1.122607025 -0.3804042852
## [1110,] 0.580835335 0.144371892 -1.087860579 -0.3790004008
## [1111,] 0.668617343 0.144371892 -1.095306246 -0.3939735333
## [1112,] 0.756399351 0.152646805 -1.097788135 -0.3940976533
## [1113,] 1.546437421 3.785333657 -1.122607025 -0.2477007664
## [1114,] 1.586338334 3.851532962 0.934878985 -0.2869269286
## [1115,] 1.642199612 3.909457354 0.994444322 -0.2809496876
## [1116,] 1.650179794 3.975656658 1.046563992 -0.2906956068
## [1117,] 1.642199612 4.041855963 1.083792328 -0.3216467911
## [1118,] 1.658159977 4.091505442 1.121020663 -0.3890373456
## [1119,] 1.737961802 4.165979660 1.183067889 -0.3372968395
## [1120,] 1.753922167 4.215629138 1.245115115 -0.3379314461
## [1121,] 1.817763627 4.273553530 1.272415894 -0.3914303551
## [1122,] -1.310467924 4.331477922 1.284825339 -0.3936708483
## [1123,] -0.049599085 2.701320041 -1.122607025 -0.3619084414
## [1124,] -0.041618902 2.750969519 -1.115161358 -0.3631061947
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## [1189,] 0.405271319 0.185746458 0.019061931 -0.3833404833
## [1190,] 0.389310954 0.194021371 0.120819382 -0.2763890410
## [1191,] 0.397291137 0.202296284 0.105928048 -0.2884664152
## [1192,] 0.397291137 0.210571197 0.078627268 -0.2846230269
## [1193,] 0.405271319 0.218846110 -0.028093960 -0.3066335344
## [1194,] 0.389310954 0.227121023 -0.080213630 -0.3089402757
## [1195,] 0.381330772 0.243670849 -0.085177408 -0.3192568885
## [1196,] 0.405271319 0.251945762 -0.112478188 -0.3283318436
## [1197,] 0.437192050 0.268495589 -0.077731741 -0.3372174665
## [1198,] 0.397291137 0.276770502 -0.020648293 -0.3897016113
## [1199,] 0.389310954 0.285045415 -0.023130182 -0.3968058026
## [1200,] 0.421231685 0.293320328 -0.028093960 -0.3972612731
## [1201,] 0.421231685 0.293320328 0.001688708 -0.3580847139
## [1202,] 0.405271319 0.301595241 0.048844600 -0.3906690840
## [1203,] -1.246626464 -0.252823937 1.533014243 -0.2587298163
## [1204,] -1.246626464 -0.252823937 1.761348034 -0.3839966792
## [1205,] -0.344865838 -0.252823937 1.557833133 -0.2665561853
## [1206,] -0.320925291 -0.252823937 1.587615802 -0.2551663791
## [1207,] -1.238646282 -0.252823937 1.503231575 -0.2719837960
## [1208,] -0.257083831 -0.252823937 1.530532354 0.3411642738
## [1209,] -1.230666099 -0.252823937 1.704264587 -0.3883852978
## [1210,] -0.193242370 -0.252823937 1.580170135 -0.3891870711
## [1211,] -0.193242370 -0.252823937 1.456075683 -0.3921194286
## [1212,] -0.193242370 -0.252823937 1.232705670 -0.3521761026
## [1213,] -0.201222553 -0.252823937 1.155767110 -0.0289326762
## [1214,] -0.209202735 -0.244549024 1.123502552 -0.0892152347
## [1215,] -0.185262188 -0.244549024 0.865386092 -0.1039762782
## [1216,] -0.153341458 -0.244549024 0.795893199 -0.1320096491
## [1217,] -0.121420728 -0.244549024 0.959697876 -0.1628787985
## [1218,] -0.719934417 -0.269373763 1.327017453 -0.2431286224
## [1219,] -0.711954235 -0.269373763 1.356800122 1.1363183700
## [1220,] -0.695993870 -0.269373763 1.843250373 -0.2089076822
## [1221,] -0.664073140 -0.269373763 1.833322816 1.3695286994
## [1222,] -0.640132592 -0.269373763 1.915225155 1.3758162259
## [1223,] -1.270567012 -0.269373763 1.860623596 -0.2056987108
## [1224,] -0.608211862 -0.269373763 1.940044045 1.6790851044
## [1225,] -0.592251497 -0.269373763 1.994645604 -0.2078277335
## [1226,] -0.576291132 -0.269373763 2.128667612 1.2420476346
## [1227,] -1.254606647 -0.269373763 2.183269170 1.2022376408
## [1228,] -0.552350584 -0.269373763 2.213051839 -0.2403743330
## [1229,] -1.222685917 -0.269373763 2.401675406 0.9009162167
## [1230,] -1.206725552 -0.261098850 1.853177929 0.6849753623
## [1231,] -1.254606647 -0.261098850 1.907779487 0.5447583065
## [1232,] -1.254606647 -0.261098850 1.825877149 -0.3022036583
## [1233,] -0.265064013 -0.252823937 -1.122607025 -0.3964219641
## [1234,] -0.241123465 -0.252823937 1.255042671 0.3022770607
## [1235,] -0.241123465 -0.252823937 1.252560782 0.2156538315
## [1236,] -0.233143283 -0.252823937 1.133430108 -0.3914484912
## [1237,] -0.121420728 -0.252823937 1.108611218 0.1615924912
## [1238,] -0.081519815 -0.252823937 1.456075683 -0.3888121964
## [1239,] -0.073539632 -0.252823937 1.828359038 -0.3245131127
## [1240,] -0.113440545 -0.244549024 1.505713464 0.1251649124
## [1241,] -0.089499997 -0.244549024 0.986998655 -0.0189462526
## [1242,] -0.049599085 -0.244549024 0.781001865 -0.0475040282
## [1243,] -0.025658537 -0.236274111 1.312126119 -0.1521396420
## [1244,] 0.046163106 -0.236274111 1.054009659 -0.1840575979
## [1245,] 0.078083836 -0.236274111 1.262488338 -0.3758184303
## [1246,] 0.086064018 -0.236274111 1.302198563 -0.2949382631
## [1247,] 0.054143288 -0.236274111 1.396510346 -0.3105545462
## [1248,] 0.453152415 -0.161799893 1.386582790 0.3646938621
## [1249,] 0.485073145 -0.153524980 1.500749686 0.4720954771
## [1250,] 0.548914605 -0.153524980 1.602507136 -0.2956697892
## [1251,] 0.588815518 -0.153524980 1.614916581 -0.2922919806
## [1252,] 0.700538073 -0.145250067 1.617398470 -0.3047725169
## [1253,] 0.740438986 -0.145250067 1.657108695 -0.3194394334
## [1254,] 0.876102089 -0.136975153 1.863105485 -0.3053856490
## [1255,] 0.908022819 -0.136975153 1.900333820 -0.3910504289
## [1256,] -1.318448107 -0.128700240 1.801058259 -0.3903537208
## [1257,] 1.267131033 -0.120425327 1.746456700 -0.0417599775
## [1258,] 1.219249937 -0.112150414 1.729083477 -0.3708771505
## [1259,] 1.227230120 -0.103875501 1.684409474 -0.2079084741
## [1260,] 1.155408477 -0.103875501 1.572724468 -0.2458075576
## [1261,] -1.039141718 -0.095600588 1.473448906 -0.3958159499
## [1262,] -1.158844456 -0.170074806 -1.122607025 -0.3930265068
## [1263,] 0.516993875 -0.170074806 -1.122607025 -0.3906612045
## [1264,] 0.564874970 -0.161799893 -1.122607025 -0.3917618172
## [1265,] 0.628716430 -0.153524980 0.944806542 -0.3921597795
## [1266,] -1.134903909 -0.136975153 0.840567202 -0.3610594188
## [1267,] 0.955903914 -0.128700240 0.639534190 -0.3921080264
## [1268,] 0.908022819 -0.120425327 0.460838180 -0.3969420037
## [1269,] 1.011765192 -0.103875501 0.557631852 -0.3931061017
## [1270,] 1.275111215 -0.087325675 0.582450742 -0.3527131699
## [1271,] -1.047121901 -0.070775849 0.614715300 -0.3748953461
## [1272,] 1.825743810 -0.054226022 0.550186185 -0.3791648322
## [1273,] -0.959339893 -0.029401283 0.527849184 -0.3783876741
## [1274,] 1.969387095 -0.012851457 0.815748312 -0.3962005214
## [1275,] -0.320925291 -0.269373763 -1.122607025 -0.0219958620
## [1276,] -0.296984743 -0.269373763 -1.122607025 -0.0003531543
## [1277,] -0.257083831 -0.269373763 -1.122607025 -0.1176187365
## [1278,] -0.233143283 -0.269373763 -0.591482772 -0.0797240624
## [1279,] -0.193242370 -0.269373763 -0.378040314 -0.1501677380
## [1280,] 0.030202741 -0.269373763 -0.410304872 -0.3733736476
## [1281,] -0.177282005 -0.269373763 -0.139778967 -0.3704013679
## [1282,] -0.153341458 -0.269373763 -0.169561635 -0.3701832176
## [1283,] -0.121420728 -0.269373763 -0.251463974 -0.3744508961
## [1284,] -1.214705734 -0.269373763 -0.224163194 -0.2339128953
## [1285,] -0.049599085 -0.269373763 -0.226645083 -0.2207567721
## [1286,] 0.006262193 -0.269373763 -0.090141186 -0.3831088834
## [1287,] 0.046163106 -0.269373763 -0.306065532 -0.2789884776
## [1288,] 0.054143288 -0.269373763 -0.273800975 -0.2839662320
## [1289,] -1.198745369 -0.269373763 -0.380522203 -0.3852364464
## [1290,] 0.181826209 -0.269373763 -1.122607025 -0.2690057363
## [1291,] 0.189806391 -0.269373763 -1.122607025 -0.2832566789
## [1292,] 0.205766756 -0.269373763 -1.122607025 -0.3926580214
## [1293,] 0.237687486 -0.269373763 0.287105947 -0.3930574271
## [1294,] -1.150864274 -0.269373763 0.259805168 -0.3614839851
## [1295,] -1.174804821 -0.269373763 -0.100068742 -0.3909879493
## [1296,] 0.373350589 -0.269373763 -0.042985295 -0.3615884289
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## [1298,] -1.166824639 -0.269373763 0.230022499 -0.3705510323
## [1299,] 0.429211867 -0.269373763 0.182866608 -0.3911710829
## [1300,] 0.445172232 -0.269373763 0.309442948 -0.3921944967
## [1301,] 0.453152415 -0.269373763 0.498066515 -0.3481900312
## [1302,] 0.189806391 -0.112150414 -1.060559799 -0.3900391260
## [1303,] 0.221727121 -0.103875501 -1.060559799 -0.3905886583
## [1304,] -1.326428290 -0.103875501 -1.055596021 -0.3915163016
## [1305,] -1.134903909 -0.103875501 -1.045668465 -0.3965045898
## [1306,] 0.349410042 -0.095600588 -1.055596021 -0.3967382034
## [1307,] 0.405271319 -0.095600588 -1.050632243 -0.3966487291
## [1308,] 0.453152415 -0.087325675 -1.055596021 -0.3966994028
## [1309,] -1.158844456 -0.087325675 -1.045668465 -0.3925948657
## [1310,] 0.540934422 -0.079050762 -1.040704687 -0.3913891826
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## [1312,] 0.628716430 -0.070775849 -1.038222798 -0.3597889041
## [1313,] -0.360826203 -0.261098850 1.130948219 -0.3924197575
## [1314,] -0.368806386 -0.261098850 1.148321443 0.1032649780
## [1315,] -0.336885656 -0.261098850 1.202923001 0.0247480030
## [1316,] -0.328905473 -0.261098850 1.247597004 0.1229774405
## [1317,] -0.320925291 -0.261098850 1.269934005 0.0428972517
## [1318,] -0.296984743 -0.261098850 1.319571786 0.0692560937
## [1319,] -0.289004561 -0.261098850 1.242633226 -0.3425597598
## [1320,] -0.289004561 -0.261098850 1.183067889 0.0420050278
## [1321,] -0.281024378 -0.261098850 1.004371878 -0.0893284394
## [1322,] -0.265064013 -0.261098850 1.257524560 -0.1113339570
## [1323,] -0.273044196 -0.261098850 0.716472750 -0.1343007859
## [1324,] -1.206725552 -0.269373763 -1.122607025 -0.3114255723
## [1325,] 0.030202741 -0.269373763 -1.122607025 0.4676474954
## [1326,] 0.046163106 -0.269373763 -1.122607025 -0.2965560835
## [1327,] 0.070103653 -0.269373763 1.287307229 0.2401631102
## [1328,] -1.198745369 -0.269373763 0.490620848 -0.3879433004
## [1329,] 0.110004566 -0.269373763 0.100964269 -0.3545574684
## [1330,] 0.125964931 -0.269373763 0.445946845 0.0016365566
## [1331,] 0.133945113 -0.269373763 0.890204983 0.1236340339
## [1332,] 0.133945113 -0.269373763 0.890204983 -0.3391255686
## [1333,] 0.133945113 -0.269373763 0.815748312 -0.3851165001
## [1334,] 0.141925296 -0.269373763 0.838085313 -0.3899607050
## [1335,] 0.133945113 -0.269373763 0.713990861 0.0819365077
## [1336,] 0.141925296 -0.269373763 1.642217361 -0.0776552382
## [1337,] 0.149905478 -0.269373763 0.542740518 -0.0314171562
## [1338,] 0.157885661 -0.269373763 0.919987651 -0.0552587116
## [1339,] 2.352435857 -0.079050762 -1.122607025 -0.3964976352
## [1340,] -0.967320076 -0.079050762 -1.122607025 -0.3965668828
## [1341,] 1.937466365 -0.062500936 -1.122607025 -0.3663042719
## [1342,] 1.993327643 -0.054226022 -0.186934859 -0.3662442566
## [1343,] 2.041208738 -0.045951109 -0.172043524 -0.3942782366
## [1344,] 2.113030381 -0.037676196 -0.139778967 -0.3689890897
## [1345,] 2.176871841 -0.029401283 -0.154670301 -0.3942601100
## [1346,] -0.983280441 -0.029401283 -0.167079746 -0.3714140366
## [1347,] 0.117984748 -0.269373763 -1.122607025 -0.3952043687
## [1348,] 0.110004566 -0.269373763 -1.122607025 -0.3832588839
## [1349,] 0.125964931 -0.269373763 -1.122607025 -0.2563760849
## [1350,] 0.141925296 -0.269373763 -0.879381900 -0.2667672711
## [1351,] 0.157885661 -0.269373763 -0.852081120 -0.3805375143
## [1352,] 0.189806391 -0.269373763 -0.824780341 -0.2583949147
## [1353,] 0.197786574 -0.269373763 -0.854563009 -0.3860919391
## [1354,] -1.326428290 -0.269373763 -0.914128346 -0.3808896270
## [1355,] -1.326428290 -0.269373763 -0.879381900 -0.2606189133
## [1356,] -1.150864274 -0.269373763 -0.901718901 -0.3829301755
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## [1358,] 0.373350589 -0.269373763 -0.832226008 -0.3877503849
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## [1379,] -0.855597520 -0.261098850 1.195477334 2.0217990125
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## [1382,] -0.815696608 -0.252823937 1.354318232 2.4716962195
## [1383,] -1.286527377 -0.252823937 1.416365458 2.7839244968
## [1384,] -0.767815512 -0.252823937 1.617398470 -0.1068881998
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## [1390,] -0.672053322 -0.252823937 1.322053675 0.7646508475
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## [1404,] 0.078083836 -0.269373763 0.443464956 0.2463913885
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## [1410,] 0.221727121 -0.269373763 0.100964269 0.0662006022
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## [1414,] 1.706041072 -0.252823937 -1.122607025 -0.0708174001
## [1415,] 1.793823080 -0.252823937 -1.122607025 0.0056741361
## [1416,] 1.945446548 -0.252823937 -1.122607025 0.0120847433
## [1417,] 2.152931293 -0.252823937 0.165493384 0.0208816093
## [1418,] 2.320515127 -0.252823937 0.098482380 -0.3649534709
## [1419,] -0.975300258 -0.244549024 0.091036713 -0.3702513892
## [1420,] 2.464158412 -0.244549024 0.083591046 -0.1625525731
## [1421,] -0.935399346 -0.244549024 0.252359501 -0.3726671927
## [1422,] 3.158434292 -0.244549024 0.247395723 -0.1488682054
## [1423,] -0.839637155 -0.244549024 0.135710716 -0.1857679405
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## [1425,] -1.294507559 -0.244549024 0.277178391 -0.3957155666
## [1426,] 3.341978490 -0.244549024 0.244913834 -0.3228296729
## [1427,] 3.190355022 -0.244549024 0.542740518 -0.3156801760
## [1428,] 2.934989181 -0.244549024 0.659389302 -0.3829840209
## [1429,] -0.911458798 -0.269373763 0.686690082 0.2519505762
## [1430,] -0.887518250 -0.269373763 0.686690082 0.2919987510
## [1431,] -0.887518250 -0.269373763 0.711508972 5.8253062862
## [1432,] -0.879538068 -0.269373763 0.711508972 6.1269405411
## [1433,] -0.376786568 -0.203174458 -0.919092124 -0.3870968851
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## [1435,] -0.328905473 -0.194899545 -0.896755123 -0.3312330870
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## [1442,] -0.041618902 -0.186624632 -1.122607025 -0.3967257862
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## [1444,] -0.017678355 -0.186624632 -1.045668465 -0.3677642374
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## [1447,] 0.078083836 -0.186624632 -1.045668465 -0.3949571445
## [1448,] 0.102024383 -0.186624632 -1.038222798 -0.3960263388
## [1449,] 0.117984748 -0.186624632 -1.030777131 -0.3958252109
## [1450,] 0.205766756 -0.186624632 -1.033259020 -0.3860422407
## [1451,] 0.070103653 -0.178349719 -1.030777131 -0.3961279078
## [1452,] 0.110004566 -0.178349719 -1.035740909 -0.3897822211
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## [1454,] -0.129400910 -0.203174458 0.465801958 0.0512177321
## [1455,] -0.121420728 -0.194899545 0.488138959 0.0509960699
## [1456,] -0.113440545 -0.194899545 0.503030293 0.0580236501
## [1457,] -0.105460362 -0.186624632 0.381417730 0.0281211473
## [1458,] -0.081519815 -0.186624632 0.351635062 -0.3565700354
## [1459,] -1.214705734 -0.178349719 0.334261839 -0.0862669885
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## [1462,] -0.001717990 -0.161799893 0.408718510 -0.1506639645
## [1463,] 0.070103653 -0.161799893 0.428573622 -0.2147407673
## [1464,] 0.165865844 -0.153524980 0.406236621 -0.2260158870
## [1465,] 0.165865844 -0.145250067 0.398790954 -0.2365451100
## [1466,] 0.189806391 -0.136975153 0.346671284 -0.3816076967
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## [1478,] 1.003785009 -0.153524980 -1.122607025 -0.3736711666
## [1479,] -1.071062449 -0.153524980 -0.767696893 -0.3751023013
## [1480,] 1.235210303 -0.153524980 -0.824780341 -0.3734658636
## [1481,] 1.338952675 -0.153524980 -0.817334674 -0.3534945859
## [1482,] 1.402794136 -0.153524980 -0.794997672 -0.3578921164
## [1483,] -0.265064013 -0.269373763 -1.122607025 -0.0756048902
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## [1498,] 0.022222558 -0.269373763 0.597342077 0.5001614984
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## [1500,] 0.046163106 -0.269373763 0.537776740 0.4475043882
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## [1502,] 0.086064018 -0.269373763 0.488138959 0.3926714446
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## [1504,] 0.133945113 -0.269373763 0.465801958 0.6842311375
## [1505,] 0.149905478 -0.269373763 0.455874402 -0.3195091613
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## [1595,] -0.360826203 -0.261098850 0.483175181 -0.1577356199
## [1596,] -0.296984743 -0.261098850 0.525367295 -0.0301354550
## [1597,] 0.125964931 -0.136975153 -1.122607025 -0.3970663410
## [1598,] 0.133945113 -0.128700240 -1.122607025 -0.3864255071
## [1599,] 0.125964931 -0.120425327 -1.122607025 -0.3878172567
## [1600,] 0.117984748 -0.112150414 -0.422714317 -0.3173452250
## [1601,] 0.117984748 -0.103875501 -0.447533207 -0.3294149493
## [1602,] 0.117984748 -0.095600588 -0.489725321 -0.3445592612
## [1603,] 0.125964931 -0.087325675 -0.539363102 -0.3894224202
## [1604,] 0.125964931 -0.087325675 -0.591482772 -0.3920367630
## [1605,] 0.133945113 -0.079050762 -0.638638663 -0.3533948781
## [1606,] 0.189806391 -0.070775849 -0.683312666 -0.3745049741
## [1607,] 0.117984748 -0.070775849 -0.730468558 -0.3777532995
## [1608,] 0.117984748 -0.062500936 -0.742878003 -0.3811056276
## [1609,] 0.141925296 -0.045951109 -0.760251226 -0.3831104659
## [1610,] -0.273044196 -0.269373763 -1.122607025 -0.0762588771
## [1611,] -0.265064013 -0.269373763 -1.122607025 -0.1429193499
## [1612,] -0.241123465 -0.269373763 -1.122607025 -0.1540362193
## [1613,] -0.217182918 -0.269373763 -0.914128346 -0.1369920219
## [1614,] -0.185262188 -0.269373763 -0.899237012 -0.1290968158
## [1615,] -0.153341458 -0.269373763 -0.919092124 -0.1920610648
## [1616,] -0.121420728 -0.269373763 -0.832226008 -0.2010167150
## [1617,] -0.089499997 -0.269373763 -0.874418122 -0.2026357196
## [1618,] -0.057579267 -0.269373763 -0.876900011 -0.3727630826
## [1619,] -0.025658537 -0.269373763 -0.906682679 -0.2055896102
## [1620,] 0.006262193 -0.269373763 -0.914128346 -0.2073670631
## [1621,] 0.038182923 -0.269373763 -0.827262230 -0.3818007996
## [1622,] 0.062123471 -0.269373763 -0.817334674 -0.3000383100
## [1623,] 0.086064018 -0.269373763 -0.899237012 -0.3046039848
## [1624,] -1.198745369 -0.269373763 -0.824780341 -0.3848689831
## [1625,] 1.163388660 -0.037676196 -1.122607025 -0.2855261511
## [1626,] 1.275111215 -0.029401283 -0.526953657 -0.3855952611
## [1627,] 1.442695048 -0.029401283 -0.482279654 -0.2853853662
## [1628,] 1.578358151 -0.029401283 -0.487243432 -0.2932689774
## [1629,] 1.554417604 -0.021126370 -0.512062322 -0.2925193647
## [1630,] 1.594318516 -0.021126370 -0.554254436 -0.3155379798
## [1631,] -0.983280441 -0.012851457 -0.598928439 -0.3099625338
## [1632,] 2.543960237 -0.004576544 -0.608855995 -0.3911497277
## [1633,] 2.855187356 0.003698369 -0.566663881 -0.3962607603
## [1634,] 3.078632467 0.011973282 -0.546808769 -0.3280380875
## [1635,] 1.618259064 -0.079050762 0.488138959 -0.3911661479
## [1636,] 1.841704175 -0.062500936 0.460838180 -0.3912547594
## [1637,] 2.081109651 -0.054226022 0.386381509 -0.3446800307
## [1638,] 2.360416039 -0.037676196 0.364044507 -0.3610802836
## [1639,] 2.863167539 -0.029401283 0.167975273 -0.3670158085
## [1640,] 3.341978490 -0.021126370 0.026507598 -0.3967268636
## [1641,] 3.701086704 -0.021126370 -0.241536417 -0.3854699984
## [1642,] -0.807716425 -0.029401283 -0.162115968 -0.3803705283
## [1643,] -1.286527377 -0.037676196 0.009134375 -0.3778423742
## [1644,] 4.379402219 -0.037676196 -0.097586853 -0.3923628006
## [1645,] 4.427283314 -0.045951109 -0.042985295 -0.3973180435
## [1646,] 4.363441854 -0.054226022 -0.117441966 -0.3973180435
## [1647,] -0.759835330 -0.062500936 -0.025612071 -0.3973180435
## [1648,] 4.132016561 -0.062500936 -0.698204000 -0.3973180435
## [1649,] 3.964432728 -0.070775849 -0.708131556 -0.3973180435
## Hepatitis B Measles BMI under-five deaths Polio
## [1,] -0.555278045 -0.106138732 -0.963267347 0.238062265 -3.45490684
## [2,] -0.672444199 -0.171775555 -0.988578356 0.256478698 -1.13870600
## [3,] -0.594333430 -0.177922810 -1.013889366 0.274895131 -0.96053671
## [4,] -0.477167275 0.055772041 -1.039200376 0.299450374 -0.73782509
## [5,] -0.438111891 0.078179778 -1.059449184 0.324005617 -0.69328277
## [6,] -0.516222660 -0.023349084 -1.084760194 0.354699671 -0.78236741
## [7,] -0.633388815 0.063109087 -1.110071203 0.379254915 -0.91599439
## [8,] -0.594333430 -0.062017303 -1.135382213 0.403810158 -0.87145206
## [9,] -0.633388815 -0.107427673 -1.160693223 0.422226591 -0.91599439
## [10,] -0.594333430 -0.023249935 -1.186004233 0.440643023 -1.13870600
## [11,] -0.516222660 -0.092059535 -1.211315243 0.452920645 -1.13870600
## [12,] -0.477167275 -0.174353436 -1.231564050 0.465198267 -3.49944916
## [13,] -0.555278045 -0.141435876 -1.251812858 0.477475888 -1.89592551
## [14,] -0.594333430 0.025928108 -1.272061666 0.477475888 -2.11863713
## [15,] -0.633388815 0.648188984 -1.292310474 0.477475888 -2.16317945
## [16,] -0.672444199 0.427086091 -1.312559282 0.477475888 -2.65314501
## [17,] 0.772605038 -0.220557000 1.005929215 -0.271459034 0.68752927
## [18,] 0.733549653 -0.220557000 0.965431599 -0.265320224 0.64298695
## [19,] 0.772605038 -0.220557000 0.929996185 -0.265320224 0.68752927
## [20,] 0.772605038 -0.219664657 0.894560772 -0.265320224 0.68752927
## [21,] 0.772605038 -0.217780820 0.859125358 -0.265320224 0.68752927
## [22,] 0.772605038 -0.219565508 0.818627742 -0.265320224 0.68752927
## [23,] 0.733549653 -0.220557000 0.778130127 -0.265320224 0.64298695
## [24,] 0.772605038 -0.220557000 0.732570309 -0.265320224 0.68752927
## [25,] 0.733549653 -0.218375716 0.687010491 -0.265320224 0.68752927
## [26,] 0.733549653 -0.213814849 -1.636540207 -0.265320224 0.59844462
## [27,] 0.733549653 -0.219962105 0.595890856 -0.265320224 0.59844462
## [28,] 0.772605038 -0.219862955 0.545268837 -0.265320224 0.64298695
## [29,] 0.694494268 -0.219763806 0.494646817 -0.265320224 0.59844462
## [30,] 0.655438883 -0.218970612 0.444024798 -0.265320224 0.64298695
## [31,] 0.655438883 -0.218772313 0.398464980 -0.265320224 0.59844462
## [32,] 0.655438883 -0.154920177 0.347842960 -0.265320224 0.59844462
## [33,] 0.616383498 -0.220557000 1.026178023 -0.124127574 0.50935998
## [34,] 0.616383498 -0.218078268 0.965431599 -0.124127574 0.50935998
## [35,] 0.616383498 -0.218772313 0.909747378 -0.124127574 0.50935998
## [36,] 0.616383498 -0.209452281 0.854063156 -0.124127574 0.50935998
## [37,] 0.616383498 -0.210344625 0.798378935 -0.124127574 0.50935998
## [38,] 0.577328114 -0.209948027 0.742694713 -0.130266385 0.46481765
## [39,] 0.460161959 -0.199041607 0.692072693 -0.130266385 0.37573300
## [40,] -2.742379593 -0.220557000 -1.636540207 -0.130266385 0.50935998
## [41,] -2.781434977 -0.126960081 0.590828654 -0.130266385 0.50935998
## [42,] 0.147718881 0.007684640 0.545268837 -0.136405196 0.19756371
## [43,] 0.069608112 0.105544979 0.494646817 -0.130266385 0.10847906
## [44,] -0.594333430 0.939390417 -0.781028076 0.348560861 -0.69328277
## [45,] -0.086613428 0.624492306 -0.811401288 0.373116104 -0.73782509
## [46,] -0.164724197 0.221450486 -0.841774500 0.403810158 -0.38148650
## [47,] -0.281890352 -0.076889695 -0.867085509 0.434504212 -0.47057115
## [48,] -0.086613428 -0.102569358 -1.808655074 0.471337078 -0.11423256
## [49,] -0.711499584 0.057755026 -0.927831933 0.508169943 -0.91599439
## [50,] -0.399056506 -0.194282441 -0.953142943 0.545002808 -0.82690974
## [51,] -0.242834967 -0.120019631 -0.978453952 0.575696862 -0.38148650
## [52,] 0.577328114 -0.220457851 1.218541697 -0.216209737 0.37573300
## [53,] 0.577328114 -0.220557000 1.188168485 -0.210070926 0.68752927
## [54,] 0.460161959 -0.220358702 1.157795274 -0.210070926 0.68752927
## [55,] 0.460161959 -0.220259552 -1.606166995 -0.210070926 0.42027533
## [56,] 0.577328114 -0.218871463 1.097048850 -0.203932115 0.50935998
## [57,] 0.577328114 -0.220259552 1.066675638 -0.203932115 0.59844462
## [58,] -2.742379593 -0.220557000 1.036302427 -0.203932115 0.46481765
## [59,] 0.225829651 -0.220557000 1.005929215 -0.197793304 0.37573300
## [60,] 0.186774266 -0.220557000 0.980618205 -0.197793304 0.37573300
## [61,] 0.342995805 -0.220557000 0.950244993 -0.197793304 0.50935998
## [62,] 0.069608112 -0.220557000 0.919871782 -0.197793304 0.33119068
## [63,] -0.242834967 -0.220557000 0.889498570 -0.191654494 0.50935998
## [64,] -0.516222660 -0.220557000 0.859125358 -0.191654494 0.46481765
## [65,] 0.538272729 -0.219268060 0.808503338 -0.265320224 0.50935998
## [66,] 0.616383498 -0.219565508 0.768005723 -0.265320224 0.55390230
## [67,] 0.616383498 -0.220557000 0.732570309 -0.265320224 0.55390230
## [68,] 0.616383498 -0.220557000 0.697134895 -0.265320224 0.55390230
## [69,] 0.577328114 -0.220358702 0.661699482 -0.265320224 0.55390230
## [70,] 0.538272729 -0.220557000 -1.641602409 -0.265320224 0.46481765
## [71,] 0.382051190 -0.220557000 -1.671975621 -0.265320224 0.33119068
## [72,] 0.225829651 -0.220457851 0.585766452 -0.265320224 -3.32127987
## [73,] -0.047558043 -0.206973549 0.560455443 -0.265320224 0.15302139
## [74,] 0.460161959 0.005602505 0.540206635 -0.265320224 0.37573300
## [75,] 0.460161959 -0.043773836 0.519957827 -0.265320224 0.42027533
## [76,] 0.538272729 -0.220160403 0.504771221 -0.265320224 0.55390230
## [77,] 0.460161959 -0.216591029 0.489584615 -0.265320224 0.55390230
## [78,] -0.399056506 -0.213715700 0.469335807 -0.265320224 0.59844462
## [79,] -0.945831893 -0.219069761 0.454149201 -0.265320224 0.55390230
## [80,] 0.460161959 -0.186846245 1.415967573 -0.265320224 0.37573300
## [81,] 0.460161959 -0.204891414 1.385594362 -0.265320224 0.33119068
## [82,] 0.460161959 -0.200826294 1.360283352 -0.265320224 0.37573300
## [83,] 0.499217344 -0.201718637 1.329910140 -0.265320224 0.37573300
## [84,] 0.499217344 -0.213616551 1.304599130 -0.265320224 0.37573300
## [85,] 0.577328114 -0.210245475 1.279288120 -0.265320224 0.37573300
## [86,] 0.577328114 -0.214112297 1.253977111 -0.265320224 0.37573300
## [87,] 0.577328114 -0.219466358 1.233728303 -0.259181413 0.37573300
## [88,] 0.616383498 -0.220557000 1.208417293 -0.259181413 0.37573300
## [89,] 0.616383498 -0.219565508 1.183106283 -0.259181413 0.37573300
## [90,] 0.616383498 -0.213616551 -1.580855985 -0.265320224 0.37573300
## [91,] 0.616383498 -0.211534416 -1.611229197 -0.265320224 0.37573300
## [92,] 0.616383498 -0.217384223 1.086924446 -0.259181413 0.37573300
## [93,] 0.577328114 -0.206576952 1.056551234 -0.259181413 0.33119068
## [94,] 0.733549653 -0.208956535 0.960369397 -0.271459034 0.64298695
## [95,] 0.616383498 -0.220557000 0.935058387 -0.271459034 0.50935998
## [96,] 0.499217344 -0.216987626 0.909747378 -0.271459034 0.37573300
## [97,] 0.382051190 -0.213814849 0.889498570 -0.271459034 0.24210603
## [98,] 0.264885035 -0.215401238 0.864187560 -0.271459034 0.10847906
## [99,] 0.147718881 -0.215698686 0.838876550 -0.271459034 -0.02514791
## [100,] 0.147718881 -0.176138123 0.813565540 -0.271459034 -0.02514791
## [101,] 0.225829651 -0.218574015 0.788254531 -0.271459034 0.06393674
## [102,] 0.147718881 -0.218276567 0.762943521 -0.271459034 -0.02514791
## [103,] 0.264885035 -0.219664657 0.737632511 -0.271459034 0.10847906
## [104,] 0.147718881 -0.219069761 0.712321501 -0.271459034 -0.02514791
## [105,] 0.147718881 -0.211633565 0.687010491 -0.271459034 0.01939441
## [106,] 0.069608112 -0.220557000 0.661699482 -0.271459034 -0.06969023
## [107,] -1.375441125 -0.220557000 -1.646664611 -0.271459034 -0.02514791
## [108,] -1.805050358 -0.220557000 -1.671975621 -0.271459034 -0.55965579
## [109,] 0.577328114 -0.220557000 0.676886088 -0.234626169 0.59844462
## [110,] 0.538272729 -0.204296519 -1.646664611 -0.234626169 0.55390230
## [111,] 0.342995805 -0.220557000 0.585766452 -0.234626169 0.37573300
## [112,] 0.186774266 -0.220557000 0.540206635 -0.234626169 0.33119068
## [113,] -2.781434977 -0.220557000 0.499709019 -0.234626169 0.06393674
## [114,] -0.203779582 -0.220557000 0.464273605 -0.234626169 0.01939441
## [115,] -0.438111891 -0.220061254 0.428838192 -0.234626169 0.06393674
## [116,] -0.672444199 -0.220557000 0.393402778 -0.228487359 -0.11423256
## [117,] -1.062998047 -0.198545860 0.363029566 -0.228487359 -3.36582219
## [118,] -1.180164201 -0.097810193 0.332656354 -0.228487359 -0.20331720
## [119,] -2.898601132 -0.138560546 0.307345345 -0.222348548 -0.24785953
## [120,] -1.102053432 -0.024439726 0.276972133 -0.222348548 -0.20331720
## [121,] -2.898601132 0.211039812 0.251661123 -0.216209737 -3.36582219
## [122,] 0.694494268 -0.191902859 -1.034138174 0.471337078 0.59844462
## [123,] 0.655438883 -0.197058621 -1.069573588 0.526586375 0.55390230
## [124,] 0.577328114 -0.023646532 -1.099946799 0.581835673 0.46481765
## [125,] 0.655438883 0.337157695 -1.130320011 0.649362592 0.55390230
## [126,] 0.577328114 -0.142427368 -1.160693223 0.716889511 0.46481765
## [127,] 0.694494268 -0.149367818 -1.191066435 0.790555241 0.59844462
## [128,] 0.655438883 0.043180082 -1.221439646 0.870359782 0.55390230
## [129,] 0.616383498 0.069355492 -1.246750656 0.962441945 0.55390230
## [130,] 0.264885035 0.393375336 -1.272061666 1.048385297 0.50935998
## [131,] -1.336385741 2.350780406 -1.297372676 1.146606270 0.46481765
## [132,] -2.664268823 0.745454427 -1.322683686 1.244827244 0.19756371
## [133,] -2.898601132 0.182683118 -1.342932493 1.349187028 -3.32127987
## [134,] 0.694494268 -0.214211446 1.193230687 -0.271459034 0.59844462
## [135,] 0.733549653 -0.218970612 1.162857475 -0.265320224 0.64298695
## [136,] 0.694494268 -0.219565508 -1.601104793 -0.265320224 0.64298695
## [137,] 0.733549653 -0.215599536 1.102111052 -0.265320224 0.64298695
## [138,] 0.655438883 -0.220457851 1.071737840 -0.265320224 0.68752927
## [139,] 0.733549653 -0.220557000 1.041364628 -0.265320224 0.64298695
## [140,] 0.733549653 -0.220557000 1.016053619 -0.265320224 0.64298695
## [141,] 0.460161959 -0.220457851 0.990742609 -0.265320224 -3.32127987
## [142,] 0.733549653 -0.205783758 0.965431599 -0.265320224 0.59844462
## [143,] 0.772605038 -0.220457851 0.940120589 -0.265320224 0.64298695
## [144,] 0.772605038 -0.220358702 0.914809580 -0.265320224 0.68752927
## [145,] -0.906776508 -0.218474865 0.894560772 -0.265320224 -1.36141762
## [146,] 0.772605038 -0.219168910 0.869249762 -0.265320224 0.68752927
## [147,] 0.538272729 -0.216095283 0.849000954 -0.265320224 0.68752927
## [148,] -2.820490362 -0.218474865 0.823689944 -0.265320224 0.68752927
## [149,] 0.733549653 -0.213616551 1.279288120 -0.265320224 0.68752927
## [150,] 0.733549653 -0.216690178 1.259039313 -0.265320224 0.68752927
## [151,] 0.733549653 -0.209749729 1.238790505 -0.265320224 0.68752927
## [152,] 0.694494268 -0.163447016 1.223603899 -0.265320224 0.64298695
## [153,] 0.694494268 -0.216591029 1.203355091 -0.265320224 0.64298695
## [154,] 0.694494268 -0.217285074 1.188168485 -0.265320224 0.64298695
## [155,] 0.733549653 -0.210840371 1.172981879 -0.265320224 0.68752927
## [156,] 0.577328114 -0.214211446 -1.580855985 -0.265320224 0.68752927
## [157,] 0.577328114 -0.219069761 -1.596042591 -0.265320224 0.68752927
## [158,] -0.086613428 -0.217979119 -1.616291399 -0.265320224 0.59844462
## [159,] -0.594333430 -0.214508894 1.097048850 -0.265320224 0.55390230
## [160,] -0.594333430 -0.216194432 1.076800042 -0.265320224 0.55390230
## [161,] -2.859545747 -0.220557000 1.056551234 -0.265320224 0.55390230
## [162,] -2.859545747 -0.212327610 1.031240225 -0.265320224 0.55390230
## [163,] -2.859545747 -0.220557000 1.010991417 -0.265320224 0.55390230
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## [452,] 0.147718881 -0.220557000 0.778130127 -0.228487359 0.01939441
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## [470,] 0.382051190 -0.220557000 0.773067925 -0.259181413 -3.32127987
## [471,] 0.382051190 -0.220557000 0.742694713 -0.259181413 0.24210603
## [472,] 0.460161959 -0.220557000 0.707259299 -0.259181413 0.33119068
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## [475,] 0.655438883 -0.220557000 -1.671975621 -0.253042602 0.55390230
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## [478,] 0.577328114 -0.220557000 0.489584615 -0.246903791 0.42027533
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## [480,] -0.164724197 -0.220358702 0.408589384 -0.246903791 0.46481765
## [481,] 0.772605038 -0.220557000 0.363029566 -0.240764980 0.64298695
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## [483,] 0.655438883 -0.215797835 -1.094884598 -0.222348548 0.55390230
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## [485,] 0.499217344 -0.212426759 -1.145506617 -0.216209737 0.37573300
## [486,] 0.577328114 -0.220557000 -1.165755425 -0.216209737 0.46481765
## [487,] 0.460161959 -0.215103790 -1.186004233 -0.216209737 0.33119068
## [488,] 0.577328114 -0.207865893 -1.206253041 -0.216209737 0.46481765
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## [493,] 0.538272729 -0.220557000 1.076800042 -0.271459034 0.42027533
## [494,] 0.538272729 -0.220358702 1.056551234 -0.271459034 0.46481765
## [495,] 0.577328114 -0.220160403 1.031240225 -0.271459034 0.46481765
## [496,] 0.577328114 -0.219862955 1.005929215 -0.271459034 0.42027533
## [497,] 0.577328114 -0.220557000 0.985680407 -0.271459034 0.46481765
## [498,] 0.616383498 -0.220557000 0.960369397 -0.271459034 0.50935998
## [499,] 0.577328114 -0.220557000 0.940120589 -0.271459034 0.50935998
## [500,] 0.616383498 -0.220457851 0.919871782 -0.271459034 0.50935998
## [501,] 0.616383498 -0.217879970 0.899622974 -0.271459034 0.50935998
## [502,] 0.616383498 -0.220358702 0.879374166 -0.271459034 0.55390230
## [503,] -2.742379593 -0.220557000 0.864187560 -0.271459034 0.50935998
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## [506,] -0.399056506 0.210444916 -1.099946799 1.085218162 -3.41036452
## [507,] -0.555278045 0.102173903 -1.120195607 1.146606270 -3.41036452
## [508,] -0.672444199 0.199340197 -1.140444415 1.220272000 -0.64874044
## [509,] -0.906776508 -0.103957448 -1.155631021 1.300076541 -0.82690974
## [510,] -1.062998047 0.127556119 -1.175879829 1.386019893 -0.91599439
## [511,] -1.258274971 -0.077187143 -1.196128637 1.484240867 -1.00507903
## [512,] 0.772605038 -0.220557000 1.203355091 -0.271459034 0.68752927
## [513,] 0.772605038 -0.220557000 1.162857475 -0.271459034 0.68752927
## [514,] 0.772605038 -0.220557000 -1.616291399 -0.271459034 0.68752927
## [515,] 0.772605038 -0.220557000 1.081862244 -0.271459034 0.68752927
## [516,] 0.772605038 -0.220557000 1.041364628 -0.271459034 0.68752927
## [517,] 0.772605038 -0.220457851 1.005929215 -0.271459034 0.68752927
## [518,] 0.772605038 -0.220557000 0.970493801 -0.271459034 0.68752927
## [519,] 0.772605038 -0.220557000 0.935058387 -0.271459034 0.68752927
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## [521,] 0.772605038 -0.220557000 0.859125358 -0.271459034 0.59844462
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## [523,] 0.772605038 -0.190316470 0.762943521 -0.271459034 0.50935998
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## [526,] 0.733549653 -0.220557000 -1.666913419 -0.271459034 0.33119068
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## [540,] -2.000327282 -0.220557000 0.864187560 -0.246903791 0.64298695
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## [552,] 0.460161959 0.095530902 0.869249762 -0.265320224 0.33119068
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## [563,] -1.219219586 -0.199140756 0.474398009 -0.259181413 -0.42602882
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## [567,] 0.342995805 -0.176633870 1.203355091 -0.253042602 0.46481765
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## [570,] 0.342995805 -0.061224109 -1.606166995 -0.253042602 0.46481765
## [571,] 0.342995805 -0.143220563 1.102111052 -0.253042602 0.46481765
## [572,] 0.342995805 -0.163645314 1.081862244 -0.253042602 0.50935998
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## [576,] -2.742379593 -0.143418861 0.985680407 -0.253042602 0.50935998
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## [579,] 0.303940420 0.241181193 0.909747378 -0.246903791 0.59844462
## [580,] 0.264885035 0.376718257 0.884436368 -0.246903791 0.55390230
## [581,] 0.186774266 -0.220557000 0.859125358 -0.246903791 0.46481765
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## [594,] -2.781434977 0.997888491 -1.793468468 0.115286049 -3.36582219
## [595,] 0.655438883 -0.220457851 1.410905371 -0.271459034 0.68752927
## [596,] 0.733549653 -0.220259552 1.380532160 -0.271459034 0.68752927
## [597,] 0.733549653 -0.220259552 1.355221150 -0.271459034 0.68752927
## [598,] 0.616383498 -0.216591029 1.324847938 -0.271459034 0.68752927
## [599,] 0.616383498 -0.205783758 1.294474726 -0.271459034 0.68752927
## [600,] 0.616383498 -0.220358702 1.264101515 -0.271459034 0.68752927
## [601,] 0.616383498 -0.220457851 1.228666101 -0.271459034 0.68752927
## [602,] 0.616383498 -0.220358702 1.198292889 -0.271459034 0.68752927
## [603,] 0.577328114 -0.220557000 1.167919677 -0.265320224 0.64298695
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## [605,] 0.499217344 -0.220457851 1.102111052 -0.265320224 0.50935998
## [606,] 0.499217344 -0.220557000 1.066675638 -0.265320224 0.42027533
## [607,] 0.460161959 -0.220061254 1.036302427 -0.265320224 0.37573300
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## [609,] 0.382051190 -0.215004641 0.975556003 -0.265320224 0.24210603
## [610,] -0.242834967 -0.220557000 0.595890856 -0.191654494 -0.82690974
## [611,] 0.225829651 -0.220557000 0.565517644 -0.191654494 0.01939441
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## [614,] 0.577328114 -0.220557000 0.459211403 -0.185515683 0.46481765
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## [617,] 0.225829651 -0.220557000 0.357967364 -0.173238061 0.06393674
## [618,] 0.382051190 -0.220557000 0.322531951 -0.167099250 -3.32127987
## [619,] 0.303940420 -0.220557000 0.287096537 -0.160960439 0.15302139
## [620,] -1.102053432 -0.203205876 -0.781028076 -0.019767790 -1.85138318
## [621,] -0.633388815 -0.215302089 -0.806339086 -0.019767790 -0.91599439
## [622,] -0.672444199 -0.219962105 -0.831650096 -0.013628979 -0.91599439
## [623,] -0.633388815 -0.219466358 -0.856961106 -0.007490168 -0.91599439
## [624,] -0.594333430 -0.216095283 -1.788406266 -0.001351357 -0.96053671
## [625,] -0.867721123 -0.194381591 -1.813717275 0.010926264 -3.45490684
## [626,] -0.867721123 -0.211732714 -0.927831933 0.017065075 -1.09416368
## [627,] -0.867721123 -0.220259552 -0.948080741 0.023203886 -1.67321389
## [628,] 0.303940420 -0.220457851 -0.634224219 -0.234626169 0.15302139
## [629,] 0.303940420 -0.220557000 -0.664597431 -0.234626169 0.15302139
## [630,] 0.303940420 -0.220557000 -0.700032845 -0.234626169 0.15302139
## [631,] 0.264885035 -0.220557000 -0.730406057 -0.228487359 0.06393674
## [632,] 0.147718881 -0.217979119 -0.760779268 -0.228487359 -0.06969023
## [633,] -2.781434977 -0.220557000 -0.791152480 -0.228487359 -0.24785953
## [634,] 0.733549653 -0.220557000 0.393402778 -0.265320224 0.59844462
## [635,] 0.733549653 -0.220557000 0.347842960 -0.265320224 0.64298695
## [636,] 0.694494268 -0.220557000 0.302283143 -0.265320224 0.59844462
## [637,] 0.538272729 -0.220557000 0.256723325 -0.265320224 0.42027533
## [638,] 0.616383498 -0.220557000 0.216225709 -0.265320224 0.50935998
## [639,] 0.733549653 -0.220557000 0.175728094 -0.265320224 0.59844462
## [640,] 0.538272729 -0.220557000 -1.682100025 -0.265320224 0.42027533
## [641,] 0.577328114 -0.220557000 -1.712473236 -0.265320224 0.46481765
## [642,] 0.538272729 -0.220557000 0.074484055 -0.265320224 0.37573300
## [643,] 0.538272729 -0.220557000 0.044110843 -0.265320224 0.42027533
## [644,] 0.460161959 -0.220557000 0.013737631 -0.265320224 0.33119068
## [645,] -2.742379593 -0.220557000 -0.016635581 -0.265320224 0.33119068
## [646,] 0.460161959 -0.220557000 -0.052070994 -0.265320224 0.42027533
## [647,] 0.225829651 -0.220557000 -0.087506408 -0.265320224 -3.32127987
## [648,] -1.219219586 -0.220557000 0.540206635 -0.154821628 -1.27233298
## [649,] -0.438111891 -0.220557000 0.484522413 -0.154821628 -0.73782509
## [650,] 0.694494268 -0.220557000 -1.666913419 -0.246903791 0.59844462
## [651,] 0.694494268 -0.220557000 0.565517644 -0.246903791 0.59844462
## [652,] 0.694494268 -0.220557000 0.519957827 -0.246903791 0.59844462
## [653,] 0.694494268 -0.220557000 0.479460211 -0.240764980 0.59844462
## [654,] 0.694494268 -0.220557000 0.438962596 -0.240764980 0.59844462
## [655,] 0.694494268 -0.220557000 0.393402778 -0.240764980 0.59844462
## [656,] 0.499217344 -0.220557000 0.352905162 -0.240764980 0.42027533
## [657,] 0.538272729 -0.220557000 0.312407547 -0.234626169 0.46481765
## [658,] 0.577328114 -0.220557000 0.271909931 -0.234626169 0.46481765
## [659,] 0.694494268 -0.220557000 0.236474517 -0.234626169 0.64298695
## [660,] 0.538272729 -0.220557000 0.195976902 -0.228487359 0.46481765
## [661,] 0.460161959 -0.220557000 0.155479286 -0.228487359 0.37573300
## [662,] 0.577328114 -0.220557000 -1.707411034 -0.228487359 0.50935998
## [663,] 0.616383498 -0.220557000 0.074484055 -0.222348548 0.68752927
## [664,] 0.538272729 -0.220557000 0.033986439 -0.222348548 0.19756371
## [665,] -0.008502658 7.668057098 -1.013889366 7.095113977 0.01939441
## [666,] -2.820490362 1.149884336 -1.044262578 7.708995061 -0.06969023
## [667,] -0.242834967 1.630361743 -1.069573588 8.322876145 -0.20331720
## [668,] -1.375441125 3.114229855 -1.099946799 8.936757230 -0.20331720
## [669,] -1.609773434 2.898481024 -1.125257809 9.550638314 -0.33694418
## [670,] -1.648828819 5.350442698 -1.150568819 10.164519398 -0.47057115
## [671,] -1.961271897 4.167591797 -1.175879829 10.778400483 -0.64874044
## [672,] -2.859545747 3.858840942 -1.201190839 11.392281567 -0.73782509
## [673,] -2.859545747 6.143339483 -1.226501848 12.006162651 -0.78236741
## [674,] -2.781434977 3.419312187 -1.246750656 12.006162651 -0.82690974
## [675,] -2.859545747 5.276576485 -1.272061666 12.620043735 -1.13870600
## [676,] -0.047558043 1.062732120 -0.588664402 0.600252105 -3.36582219
## [677,] 0.225829651 0.614180781 -0.634224219 0.637084970 0.10847906
## [678,] 0.147718881 1.315166185 -0.679784037 0.673917835 0.01939441
## [679,] 0.069608112 1.950118169 -0.725343855 0.716889511 -0.11423256
## [680,] 0.147718881 1.650290748 -0.770903672 0.753722376 -0.06969023
## [681,] 0.108663496 1.843532693 -0.811401288 0.796694052 0.06393674
## [682,] 0.108663496 1.303268271 -0.851898904 0.839665728 -0.02514791
## [683,] -0.125668812 1.708491375 -1.803592872 0.882637404 -0.29240185
## [684,] -0.516222660 1.804269579 -0.932894135 0.919470269 -0.24785953
## [685,] -0.555278045 1.351256522 -0.968329549 0.962441945 -0.20331720
## [686,] -0.594333430 2.671726622 -1.008827164 1.183439135 -0.20331720
## [687,] -0.594333430 2.204336920 -1.044262578 1.048385297 -3.36582219
## [688,] -0.633388815 1.216314353 -1.084760194 1.091356973 -3.36582219
## [689,] -0.672444199 0.158688993 -1.120195607 1.134328649 -0.29240185
## [690,] -0.555278045 0.110998189 -1.150568819 1.183439135 -0.51511347
## [691,] -0.672444199 -0.089977400 1.031240225 -0.032045412 -0.73782509
## [692,] -0.516222660 -0.154226133 0.995804811 -0.032045412 -3.41036452
## [693,] -0.711499584 -0.219069761 0.965431599 -0.032045412 -3.41036452
## [694,] -0.086613428 -0.219069761 0.929996185 -0.032045412 -3.36582219
## [695,] -0.281890352 -0.171775555 0.894560772 -0.032045412 -0.42602882
## [696,] -0.164724197 2.786442338 0.864187560 -0.032045412 -0.24785953
## [697,] -0.516222660 0.324169139 0.828752146 -0.038184222 -0.55965579
## [698,] -0.906776508 -0.197752666 0.793316733 -0.038184222 -0.42602882
## [699,] -0.789610354 -0.173560242 0.762943521 -0.038184222 -0.91599439
## [700,] -0.555278045 -0.130529455 0.727508107 -0.044323033 -0.64874044
## [701,] -0.672444199 0.679817604 0.697134895 -0.044323033 -0.64874044
## [702,] 0.616383498 -0.217285074 1.213479495 -0.271459034 0.55390230
## [703,] 0.616383498 -0.215500387 1.172981879 -0.271459034 0.55390230
## [704,] 0.616383498 -0.209948027 -1.601104793 -0.271459034 0.50935998
## [705,] 0.616383498 -0.192299456 1.091986648 -0.271459034 0.50935998
## [706,] -1.297330356 -0.176633870 1.051489032 -0.271459034 0.46481765
## [707,] 0.694494268 -0.219962105 1.340034544 -0.265320224 0.50935998
## [708,] 0.694494268 -0.215599536 1.319785736 -0.265320224 0.55390230
## [709,] 0.694494268 -0.199636502 1.299536928 -0.265320224 0.46481765
## [710,] 0.733549653 -0.213616551 1.279288120 -0.265320224 0.46481765
## [711,] 0.694494268 -0.218276567 1.259039313 -0.265320224 0.50935998
## [712,] 0.733549653 -0.220061254 1.238790505 -0.265320224 0.55390230
## [713,] 0.772605038 -0.128249021 1.213479495 -0.265320224 0.46481765
## [714,] 0.772605038 -0.167115539 1.188168485 -0.265320224 0.50935998
## [715,] 0.655438883 -0.219664657 1.162857475 -0.265320224 0.46481765
## [716,] 0.655438883 -0.220358702 -1.596042591 -0.265320224 0.50935998
## [717,] 0.772605038 -0.209055684 -1.621353601 -0.265320224 0.50935998
## [718,] 0.733549653 -0.208262490 1.086924446 -0.265320224 0.42027533
## [719,] 0.733549653 -0.220358702 1.066675638 -0.265320224 0.33119068
## [720,] 0.655438883 -0.218673164 1.041364628 -0.265320224 0.42027533
## [721,] 0.733549653 -0.216987626 1.021115821 -0.265320224 0.42027533
## [722,] 0.616383498 -0.220557000 1.264101515 -0.259181413 0.50935998
## [723,] 0.655438883 -0.220557000 1.238790505 -0.259181413 0.55390230
## [724,] 0.655438883 -0.183276871 1.213479495 -0.259181413 0.55390230
## [725,] 0.655438883 0.293928609 1.183106283 -0.259181413 0.55390230
## [726,] 0.655438883 -0.183673468 1.157795274 -0.259181413 0.55390230
## [727,] 0.655438883 -0.185755603 -1.601104793 -0.259181413 0.55390230
## [728,] 0.655438883 -0.060232616 1.102111052 -0.259181413 0.55390230
## [729,] 0.694494268 -0.188730082 1.076800042 -0.259181413 0.59844462
## [730,] 0.655438883 -0.177030467 1.046426830 -0.259181413 0.59844462
## [731,] 0.655438883 -0.207171848 1.016053619 -0.259181413 0.59844462
## [732,] 0.655438883 -0.161166582 0.985680407 -0.253042602 0.59844462
## [733,] 0.616383498 0.868300384 0.955307195 -0.253042602 0.59844462
## [734,] 0.616383498 0.709958985 0.924933983 -0.253042602 0.55390230
## [735,] 0.616383498 -0.220557000 0.889498570 -0.253042602 0.55390230
## [736,] 0.577328114 -0.076096501 0.854063156 -0.253042602 0.59844462
## [737,] 0.499217344 -0.220557000 0.778130127 -0.265320224 0.42027533
## [738,] 0.538272729 -0.220557000 0.737632511 -0.265320224 0.10847906
## [739,] 0.655438883 -0.220557000 0.702197097 -0.265320224 0.55390230
## [740,] 0.499217344 -0.220457851 0.661699482 -0.265320224 0.42027533
## [741,] 0.577328114 -0.220557000 -1.651726813 -0.265320224 0.46481765
## [742,] -2.742379593 -0.220557000 0.585766452 -0.265320224 -3.32127987
## [743,] 0.499217344 -0.220358702 0.545268837 -0.265320224 0.33119068
## [744,] 0.499217344 -0.220557000 0.504771221 -0.265320224 0.46481765
## [745,] 0.694494268 -0.220557000 0.459211403 -0.265320224 0.68752927
## [746,] 0.772605038 -0.220557000 0.413651586 -0.265320224 0.68752927
## [747,] 0.733549653 -0.220557000 0.368091768 -0.265320224 0.59844462
## [748,] -1.687884204 -0.220557000 0.322531951 -0.265320224 0.68752927
## [749,] 0.733549653 -0.218574015 1.350158948 -0.246903791 0.64298695
## [750,] 0.733549653 -0.208659087 1.309661332 -0.246903791 0.64298695
## [751,] 0.733549653 -0.220259552 1.269163717 -0.246903791 0.64298695
## [752,] 0.733549653 -0.220557000 1.228666101 -0.246903791 0.64298695
## [753,] 0.733549653 -0.220557000 1.193230687 -0.246903791 0.64298695
## [754,] 0.733549653 -0.220557000 -1.580855985 -0.246903791 0.64298695
## [755,] 0.694494268 -0.220358702 -1.621353601 -0.246903791 0.64298695
## [756,] 0.733549653 -0.216491880 1.071737840 -0.246903791 0.64298695
## [757,] 0.733549653 -0.220457851 1.036302427 -0.246903791 0.64298695
## [758,] 0.616383498 -0.217780820 0.995804811 -0.246903791 0.50935998
## [759,] 0.616383498 -0.218474865 0.955307195 -0.246903791 0.50935998
## [760,] 0.694494268 -0.213021655 0.919871782 -0.246903791 0.59844462
## [761,] 0.616383498 -0.218673164 0.879374166 -0.246903791 0.50935998
## [762,] 0.694494268 -0.214508894 0.843938752 -0.246903791 0.59844462
## [763,] 0.538272729 -0.217384223 0.803441136 -0.246903791 0.46481765
## [764,] 0.616383498 -0.188730082 0.717383703 -0.240764980 0.50935998
## [765,] 0.772605038 -0.213319103 0.671823886 -0.234626169 0.64298695
## [766,] 0.616383498 -0.215103790 -1.646664611 -0.228487359 0.64298695
## [767,] 0.772605038 -0.207965042 0.595890856 -0.228487359 0.68752927
## [768,] 0.772605038 -0.220160403 0.560455443 -0.222348548 0.64298695
## [769,] 0.772605038 -0.220557000 0.525020029 -0.222348548 0.68752927
## [770,] 0.772605038 -0.218574015 0.494646817 -0.216209737 0.68752927
## [771,] 0.577328114 -0.219268060 0.464273605 -0.216209737 0.46481765
## [772,] 0.772605038 -0.209749729 0.438962596 -0.216209737 0.68752927
## [773,] 0.577328114 1.377531081 0.413651586 -0.216209737 0.68752927
## [774,] 0.772605038 -0.002031989 0.388340576 -0.216209737 0.68752927
## [775,] 0.772605038 -0.218177418 0.363029566 -0.216209737 0.68752927
## [776,] 0.616383498 -0.218772313 0.337718556 -0.216209737 0.50935998
## [777,] 0.616383498 -0.211236968 0.317469749 -0.210070926 0.50935998
## [778,] 0.772605038 -0.196265427 0.292158739 -0.210070926 0.55390230
## [779,] 0.499217344 -0.185458155 -0.851898904 0.213507022 0.42027533
## [780,] 0.538272729 -0.201718637 -1.793468468 0.225784644 0.46481765
## [781,] 0.577328114 -0.220557000 -1.823841679 0.244201076 0.46481765
## [782,] 0.655438883 0.016905523 -0.943018539 0.256478698 0.59844462
## [783,] -2.742379593 -0.211137819 -0.973391751 0.274895131 -3.32127987
## [784,] 0.342995805 -0.099793178 -0.998702760 0.287172752 0.24210603
## [785,] 0.342995805 -0.093447624 -1.024013770 0.311727996 0.19756371
## [786,] 0.069608112 -0.070246693 -1.054386982 0.342422050 -0.33694418
## [787,] -2.781434977 -0.037428282 -1.074635790 0.366977293 -0.29240185
## [788,] -0.125668812 -0.205387161 -1.099946799 0.391532537 -3.41036452
## [789,] -0.242834967 -0.218574015 -1.125257809 0.416087780 -0.47057115
## [790,] -0.242834967 -0.214112297 -1.145506617 0.434504212 -0.38148650
## [791,] 0.186774266 -0.144608652 -1.165755425 0.452920645 -0.02514791
## [792,] -0.164724197 -0.220557000 1.972809789 -0.271459034 -0.20331720
## [793,] 0.616383498 -0.220557000 1.952560981 -0.271459034 0.33119068
## [794,] 0.577328114 -0.220557000 1.927249971 -0.271459034 0.37573300
## [795,] 0.616383498 -0.220557000 1.901938961 -0.271459034 0.50935998
## [796,] 0.460161959 -0.220557000 1.876627951 -0.271459034 0.50935998
## [797,] 0.264885035 -0.220557000 1.846254740 -0.271459034 0.01939441
## [798,] 0.147718881 -0.220557000 1.820943730 -0.271459034 -0.42602882
## [799,] 0.655438883 -0.220557000 1.785508316 -0.271459034 0.42027533
## [800,] 0.342995805 -0.220557000 1.755135104 -0.271459034 0.10847906
## [801,] -2.898601132 -0.220557000 1.719699691 -0.271459034 -0.42602882
## [802,] -0.477167275 -0.220557000 1.684264277 -0.271459034 -1.00507903
## [803,] -0.242834967 -0.220557000 -1.545420572 -0.271459034 -0.20331720
## [804,] -0.008502658 -0.220557000 1.598206844 -0.271459034 0.55390230
## [805,] 0.225829651 -0.220557000 1.552647026 -0.271459034 0.19756371
## [806,] -2.742379593 -0.220557000 1.507087209 -0.271459034 -3.32127987
## [807,] 0.499217344 -0.216987626 -1.590980389 -0.271459034 0.37573300
## [808,] 0.577328114 -0.220557000 -1.616291399 -0.271459034 0.46481765
## [809,] -2.742379593 -0.220259552 1.097048850 -0.271459034 0.33119068
## [810,] 0.382051190 -0.220457851 1.076800042 -0.271459034 0.37573300
## [811,] 0.460161959 -0.220557000 1.051489032 -0.271459034 0.37573300
## [812,] 0.499217344 -0.220557000 1.031240225 -0.271459034 0.46481765
## [813,] 0.538272729 -0.220259552 1.010991417 -0.271459034 0.46481765
## [814,] 0.460161959 -0.220557000 0.990742609 -0.271459034 0.46481765
## [815,] 0.577328114 -0.219862955 0.975556003 -0.271459034 0.55390230
## [816,] 0.772605038 -0.220358702 0.955307195 -0.271459034 0.68752927
## [817,] 0.733549653 -0.220557000 0.935058387 -0.271459034 0.68752927
## [818,] 0.733549653 -0.220557000 0.919871782 -0.271459034 0.64298695
## [819,] 0.733549653 -0.220557000 0.904685176 -0.271459034 0.64298695
## [820,] 0.655438883 -0.220457851 0.889498570 -0.271459034 0.59844462
## [821,] 0.616383498 -0.220557000 0.874311964 -0.271459034 0.55390230
## [822,] 0.069608112 -0.209452281 1.380532160 -0.265320224 -0.38148650
## [823,] 0.069608112 -0.045955120 1.355221150 -0.265320224 -0.38148650
## [824,] 0.069608112 -0.219664657 1.329910140 -0.265320224 -0.38148650
## [825,] 0.069608112 -0.219664657 1.309661332 -0.265320224 -0.38148650
## [826,] 0.069608112 -0.219367209 1.284350322 -0.265320224 -0.38148650
## [827,] 0.069608112 -0.218375716 1.259039313 -0.265320224 -0.38148650
## [828,] 0.069608112 -0.218177418 1.233728303 -0.265320224 -0.38148650
## [829,] -2.781434977 -0.183574319 1.203355091 -0.265320224 -0.38148650
## [830,] -0.047558043 -0.125770289 1.178044081 -0.265320224 -0.38148650
## [831,] -0.086613428 -0.159282746 -1.585918187 -0.265320224 -0.42602882
## [832,] -0.164724197 -0.199438204 -1.616291399 -0.265320224 -0.42602882
## [833,] -0.203779582 -0.168404479 1.091986648 -0.265320224 -0.42602882
## [834,] -0.086613428 -0.216987626 1.061613436 -0.265320224 -0.29240185
## [835,] -2.781434977 -0.219763806 1.036302427 -0.265320224 -3.36582219
## [836,] 0.147718881 -0.220061254 1.000867013 -0.265320224 -0.02514791
## [837,] 0.538272729 -0.220557000 -0.310243294 -0.234626169 -3.32127987
## [838,] 0.538272729 -0.169395972 -0.340616506 -0.234626169 -3.32127987
## [839,] 0.616383498 -0.202809279 -1.737784246 -0.234626169 0.42027533
## [840,] 0.655438883 -0.203503324 -1.768157458 -0.234626169 0.50935998
## [841,] 0.538272729 0.026126406 -0.426673939 -0.234626169 0.37573300
## [842,] 0.460161959 -0.220557000 -0.451984949 -0.234626169 0.24210603
## [843,] 0.342995805 -0.220557000 -0.472233757 -0.234626169 0.10847906
## [844,] -2.742379593 -0.220358702 -0.497544767 -0.234626169 0.15302139
## [845,] 0.460161959 -0.220457851 -0.517793574 -0.234626169 0.19756371
## [846,] 0.303940420 -0.220557000 -0.543104584 -0.234626169 0.19756371
## [847,] -2.859545747 -0.217483373 -0.568415594 -0.228487359 0.24210603
## [848,] -2.429936514 -0.220457851 -0.593726604 -0.228487359 -3.32127987
## [849,] -2.898601132 -0.217185925 -0.578539998 -0.203932115 -1.53958692
## [850,] -0.125668812 -0.220557000 -0.608913210 -0.203932115 -0.38148650
## [851,] -2.781434977 -0.216293581 -0.634224219 -0.197793304 -3.36582219
## [852,] -0.086613428 -0.192894351 -0.664597431 -0.197793304 -0.29240185
## [853,] -1.258274971 -0.002428586 -0.689908441 -0.191654494 -0.55965579
## [854,] -0.594333430 -0.219962105 -0.715219451 -0.191654494 0.01939441
## [855,] -0.594333430 -0.220457851 -0.745592662 -0.185515683 -0.20331720
## [856,] 0.577328114 -0.219466358 1.203355091 -0.271459034 0.42027533
## [857,] 0.538272729 -0.217086776 1.178044081 -0.271459034 0.42027533
## [858,] 0.538272729 -0.220557000 -1.580855985 -0.271459034 0.42027533
## [859,] 0.616383498 -0.219862955 -1.601104793 -0.271459034 0.37573300
## [860,] 0.577328114 -0.220358702 -1.626415803 -0.271459034 0.50935998
## [861,] 0.616383498 -0.220557000 1.091986648 -0.271459034 0.64298695
## [862,] 0.655438883 -0.220457851 1.071737840 -0.271459034 0.55390230
## [863,] 0.655438883 -0.220557000 1.056551234 -0.271459034 0.50935998
## [864,] 0.616383498 -0.220457851 1.041364628 -0.271459034 0.46481765
## [865,] 0.616383498 -0.220457851 1.026178023 -0.271459034 0.42027533
## [866,] 0.577328114 -0.220457851 1.010991417 -0.271459034 -3.32127987
## [867,] 0.616383498 -0.220457851 0.995804811 -0.271459034 0.33119068
## [868,] 0.577328114 -0.210344625 0.980618205 -0.271459034 0.59844462
## [869,] 0.616383498 -0.219862955 0.965431599 -0.271459034 0.59844462
## [870,] 0.733549653 -0.218673164 0.950244993 -0.271459034 0.37573300
## [871,] 0.577328114 -0.220557000 -1.580855985 -0.271459034 0.68752927
## [872,] 0.577328114 -0.220557000 -1.601104793 -0.271459034 0.68752927
## [873,] 0.577328114 -0.220358702 -1.621353601 -0.271459034 0.68752927
## [874,] 0.616383498 -0.219962105 1.086924446 -0.271459034 0.55390230
## [875,] 0.577328114 -0.220557000 1.066675638 -0.271459034 0.55390230
## [876,] 0.616383498 -0.220557000 1.046426830 -0.271459034 0.55390230
## [877,] 0.577328114 -0.220457851 1.026178023 -0.271459034 0.55390230
## [878,] 0.303940420 -0.220557000 1.000867013 -0.271459034 0.55390230
## [879,] 0.616383498 -0.219763806 0.980618205 -0.271459034 0.68752927
## [880,] 0.616383498 -0.220557000 0.955307195 -0.271459034 0.68752927
## [881,] 0.577328114 -0.220557000 0.924933983 -0.271459034 0.68752927
## [882,] 0.616383498 -0.220457851 0.894560772 -0.271459034 0.68752927
## [883,] 0.616383498 -0.220557000 0.864187560 -0.271459034 0.68752927
## [884,] 0.264885035 -0.220557000 0.833814348 -0.271459034 0.68752927
## [885,] -0.086613428 -0.220557000 0.803441136 -0.271459034 0.68752927
## [886,] -0.242834967 -0.220259552 -1.828903881 -0.032045412 -0.47057115
## [887,] -0.203779582 -0.219962105 -0.943018539 -0.025906601 -0.47057115
## [888,] -2.820490362 -0.220358702 -0.968329549 -0.013628979 -0.55965579
## [889,] -0.242834967 -0.220557000 -0.993640558 -0.007490168 -0.47057115
## [890,] -2.820490362 -0.220457851 -1.018951568 0.004787453 -3.41036452
## [891,] -0.086613428 -0.220557000 -1.039200376 0.017065075 -0.33694418
## [892,] -0.086613428 -0.220259552 -1.064511386 0.029342697 -0.29240185
## [893,] 0.186774266 -0.220557000 -1.084760194 0.041620319 -0.02514791
## [894,] 0.108663496 -0.220358702 -1.105009001 0.060036751 -0.02514791
## [895,] 0.069608112 -0.220557000 -1.130320011 0.072314373 -3.36582219
## [896,] -0.320945736 3.304993068 -1.150568819 0.084591994 -0.42602882
## [897,] -0.711499584 5.949800090 -1.170817627 0.096869616 -0.82690974
## [898,] -1.102053432 0.849759468 -1.186004233 0.115286049 -1.00507903
## [899,] 0.460161959 -0.220259552 -0.958205145 -0.025906601 0.15302139
## [900,] 0.382051190 -0.220457851 -0.978453952 -0.013628979 0.24210603
## [901,] 0.655438883 -0.219466358 -0.998702760 0.010926264 0.50935998
## [902,] 0.694494268 -0.217979119 -1.018951568 0.035481508 0.59844462
## [903,] 0.538272729 11.549652228 -1.039200376 0.060036751 0.10847906
## [904,] 0.538272729 -0.218474865 -1.054386982 0.072314373 0.42027533
## [905,] 0.460161959 -0.218574015 -1.074635790 0.084591994 0.37573300
## [906,] 0.303940420 -0.206378653 -1.089822396 0.090730805 0.19756371
## [907,] 0.772605038 -0.220457851 -1.110071203 0.103008427 0.68752927
## [908,] 0.538272729 -0.202313533 -1.125257809 0.109147238 0.46481765
## [909,] 0.382051190 -0.109906405 -1.145506617 0.127563670 0.46481765
## [910,] 0.186774266 -0.203999071 -1.160693223 0.158257725 0.06393674
## [911,] -0.594333430 -0.211435267 -1.180942031 0.188951779 -0.20331720
## [912,] 0.655438883 -0.198645010 0.069421853 -0.246903791 0.59844462
## [913,] 0.655438883 -0.201222891 0.018799833 -0.246903791 0.59844462
## [914,] 0.694494268 -0.035346147 -0.036884388 -0.246903791 0.59844462
## [915,] 0.655438883 -0.064991781 -0.092568610 -0.246903791 0.55390230
## [916,] 0.655438883 -0.213319103 -0.143190630 -0.246903791 0.55390230
## [917,] 0.655438883 -0.205387161 -0.188750447 -0.246903791 0.59844462
## [918,] 0.694494268 -0.187441141 -0.239372467 -0.246903791 0.59844462
## [919,] 0.655438883 -0.181492184 -0.284932284 -0.246903791 0.59844462
## [920,] 0.616383498 -0.164636807 -0.330492102 -0.246903791 0.50935998
## [921,] 0.655438883 -0.081053965 -1.742846448 -0.246903791 0.55390230
## [922,] 0.577328114 0.347469220 -0.421611737 -0.246903791 0.50935998
## [923,] 0.616383498 -0.157894656 -0.472233757 -0.246903791 0.55390230
## [924,] 0.616383498 -0.180104094 -0.517793574 -0.246903791 0.46481765
## [925,] 0.616383498 -0.002626885 -0.563353392 -0.240764980 0.50935998
## [926,] 0.694494268 0.392879590 -0.613975412 -0.240764980 0.64298695
## [927,] 0.772605038 -0.220557000 -0.603851008 -0.271459034 0.68752927
## [928,] 0.772605038 -0.220557000 -0.659535229 -0.271459034 0.68752927
## [929,] 0.772605038 -0.220557000 -0.710157249 -0.271459034 0.68752927
## [930,] 0.655438883 -0.220557000 -0.760779268 -0.271459034 0.55390230
## [931,] 0.694494268 -0.220557000 -0.811401288 -0.271459034 0.59844462
## [932,] 0.733549653 -0.219962105 -0.856961106 -0.271459034 0.64298695
## [933,] 0.733549653 -0.220557000 -1.813717275 -0.271459034 0.64298695
## [934,] 0.733549653 -0.218574015 -0.943018539 -0.271459034 0.64298695
## [935,] 0.733549653 -0.215896984 -0.983516154 -0.271459034 0.64298695
## [936,] 0.733549653 -0.082243756 -1.018951568 -0.271459034 0.64298695
## [937,] 0.694494268 -0.216888477 -1.054386982 -0.271459034 0.55390230
## [938,] 0.733549653 -0.213120804 -1.084760194 -0.271459034 0.64298695
## [939,] 0.733549653 -0.128744768 -1.110071203 -0.271459034 0.64298695
## [940,] 0.733549653 -0.220557000 -1.140444415 -0.271459034 0.59844462
## [941,] 0.655438883 -0.218574015 -1.160693223 -0.271459034 0.64298695
## [942,] -0.242834967 -0.191803709 -0.755717066 0.250339887 -0.42602882
## [943,] -0.399056506 -0.198645010 -0.791152480 0.256478698 -3.41036452
## [944,] -0.516222660 -0.186747096 -0.821525692 0.268756320 -0.51511347
## [945,] -0.516222660 -0.218177418 -0.851898904 0.281033941 -0.51511347
## [946,] -0.281890352 -0.050119389 -1.793468468 0.287172752 -0.29240185
## [947,] -0.320945736 0.070842731 -1.818779477 0.299450374 -0.29240185
## [948,] -0.203779582 -0.210840371 -0.937956337 0.305589185 -0.42602882
## [949,] -0.203779582 -0.220358702 -0.968329549 0.317866806 -0.33694418
## [950,] -2.742379593 -0.207865893 -0.993640558 0.330144428 -0.20331720
## [951,] 0.147718881 -0.217285074 -1.018951568 0.348560861 -0.24785953
## [952,] -0.242834967 -0.203503324 -1.044262578 0.360838482 -3.41036452
## [953,] -0.008502658 -0.197554368 -1.069573588 0.379254915 -0.73782509
## [954,] -2.742379593 -0.220557000 1.572895834 -0.271459034 0.68752927
## [955,] 0.577328114 -0.220557000 1.552647026 -0.271459034 0.68752927
## [956,] 0.538272729 -0.220557000 1.532398218 -0.271459034 0.68752927
## [957,] 0.108663496 -0.220259552 1.512149411 -0.271459034 0.55390230
## [958,] -0.164724197 -0.220557000 1.491900603 -0.271459034 -0.33694418
## [959,] 0.264885035 -0.220457851 1.466589593 -0.271459034 -0.47057115
## [960,] 0.264885035 -0.220457851 1.441278583 -0.271459034 -0.51511347
## [961,] 0.108663496 -0.220358702 1.415967573 -0.271459034 -0.33694418
## [962,] 0.264885035 -0.220457851 1.390656564 -0.271459034 -0.02514791
## [963,] 0.225829651 -0.219962105 1.360283352 -0.271459034 0.46481765
## [964,] 0.225829651 -0.220160403 1.334972342 -0.271459034 0.24210603
## [965,] 0.382051190 -0.220160403 1.304599130 -0.271459034 0.46481765
## [966,] 0.186774266 -0.219168910 -1.773219660 -0.197793304 0.01939441
## [967,] -2.781434977 -0.214409745 -0.441860545 -0.197793304 -3.36582219
## [968,] -2.781434977 -0.217086776 -0.472233757 -0.197793304 -3.36582219
## [969,] -0.164724197 -0.197356069 -0.507669170 -0.197793304 -0.47057115
## [970,] -0.594333430 -0.092456132 -0.543104584 -0.197793304 -1.40595995
## [971,] -0.594333430 -0.188630932 -0.573477796 -0.197793304 -0.91599439
## [972,] -0.203779582 -0.220160403 -0.608913210 -0.197793304 -0.47057115
## [973,] -0.203779582 -0.219466358 -0.639286421 -0.197793304 -0.38148650
## [974,] -0.438111891 -0.218375716 -0.674721835 -0.197793304 -0.69328277
## [975,] -1.453551895 -0.207965042 -0.705095047 -0.197793304 -0.55965579
## [976,] 0.694494268 -0.220557000 -0.269745678 -0.271459034 0.64298695
## [977,] 0.733549653 -0.220557000 -0.295056688 -0.271459034 0.64298695
## [978,] 0.733549653 -0.220557000 -0.320367698 -0.271459034 0.64298695
## [979,] 0.733549653 -0.220358702 -0.345678708 -0.271459034 0.64298695
## [980,] 0.772605038 -0.219367209 -1.742846448 -0.271459034 0.68752927
## [981,] 0.772605038 -0.219069761 -1.768157458 -0.271459034 0.68752927
## [982,] 0.772605038 -0.219367209 -0.426673939 -0.271459034 0.68752927
## [983,] 0.694494268 -0.219268060 -0.457047151 -0.271459034 0.55390230
## [984,] 0.694494268 -0.220259552 -0.482358161 -0.271459034 0.64298695
## [985,] 0.694494268 -0.219862955 -0.512731372 -0.271459034 0.59844462
## [986,] 0.733549653 -0.217780820 -0.538042382 -0.271459034 0.64298695
## [987,] 0.694494268 -0.143518010 -0.568415594 -0.271459034 0.68752927
## [988,] 0.342995805 -0.220557000 -0.593726604 -0.271459034 0.19756371
## [989,] 0.499217344 -0.220557000 -0.624099815 -0.271459034 0.42027533
## [990,] 0.342995805 -0.220557000 -0.649410825 -0.271459034 0.19756371
## [991,] 0.186774266 -0.220259552 1.248914909 -0.050461844 0.15302139
## [992,] 0.108663496 -0.220557000 1.213479495 -0.044323033 -0.02514791
## [993,] 0.772605038 -0.220557000 1.183106283 -0.038184222 0.68752927
## [994,] 0.733549653 -0.220259552 -1.585918187 -0.032045412 0.59844462
## [995,] 0.538272729 -0.220557000 -1.621353601 -0.025906601 0.50935998
## [996,] 0.616383498 -0.220557000 1.076800042 -0.013628979 0.50935998
## [997,] 0.694494268 -0.220557000 1.041364628 -0.007490168 0.55390230
## [998,] 0.733549653 -0.220557000 1.000867013 0.004787453 0.64298695
## [999,] 0.733549653 -0.218276567 0.965431599 0.017065075 0.64298695
## [1000,] 0.733549653 -0.219962105 0.924933983 0.029342697 0.64298695
## [1001,] 0.733549653 -0.214211446 0.889498570 0.047759129 0.64298695
## [1002,] 0.733549653 -0.216194432 0.849000954 0.066175562 0.64298695
## [1003,] 0.694494268 -0.220557000 0.808503338 0.084591994 0.64298695
## [1004,] 0.694494268 -0.220259552 0.762943521 0.109147238 0.59844462
## [1005,] 0.694494268 -0.217582522 0.722445905 0.133702481 0.59844462
## [1006,] 0.772605038 -0.220557000 0.676886088 -0.265320224 0.68752927
## [1007,] 0.733549653 -0.220557000 -1.656789015 -0.265320224 0.64298695
## [1008,] 0.772605038 -0.220557000 0.560455443 -0.259181413 0.68752927
## [1009,] 0.772605038 -0.220557000 0.499709019 -0.259181413 0.68752927
## [1010,] 0.655438883 -0.219862955 0.444024798 -0.259181413 0.55390230
## [1011,] 0.694494268 -0.219763806 0.393402778 -0.259181413 0.55390230
## [1012,] 0.655438883 -0.217483373 0.342780758 -0.259181413 0.50935998
## [1013,] 0.733549653 -0.219367209 0.292158739 -0.259181413 0.68752927
## [1014,] 0.733549653 -0.217979119 0.246598921 -0.259181413 0.64298695
## [1015,] 0.733549653 -0.220557000 0.201039104 -0.259181413 0.68752927
## [1016,] 0.733549653 -0.220557000 0.160541488 -0.259181413 0.68752927
## [1017,] 0.733549653 -0.218772313 -1.702348832 -0.259181413 0.64298695
## [1018,] 0.733549653 -0.101082119 0.084608459 -0.259181413 0.64298695
## [1019,] 0.616383498 0.838059853 0.049173045 -0.253042602 0.50935998
## [1020,] 0.538272729 -0.128843917 0.018799833 -0.253042602 0.46481765
## [1021,] 0.303940420 -0.220557000 1.172981879 -0.271459034 0.33119068
## [1022,] -2.742379593 -0.220557000 -1.590980389 -0.271459034 0.46481765
## [1023,] -2.742379593 -0.220557000 -1.616291399 -0.271459034 0.46481765
## [1024,] 0.460161959 -0.220061254 1.091986648 -0.271459034 0.50935998
## [1025,] -2.742379593 -0.220061254 1.061613436 -0.271459034 0.42027533
## [1026,] 0.303940420 -0.220557000 1.031240225 -0.271459034 0.33119068
## [1027,] 0.538272729 -0.220557000 0.995804811 -0.271459034 0.50935998
## [1028,] -2.742379593 -0.220557000 0.965431599 -0.271459034 0.37573300
## [1029,] -2.742379593 -0.220557000 0.929996185 -0.271459034 -3.32127987
## [1030,] 0.772605038 -0.219565508 0.980618205 -0.142544007 0.68752927
## [1031,] 0.772605038 -0.211435267 0.929996185 -0.142544007 0.68752927
## [1032,] 0.772605038 -0.154325282 0.879374166 -0.136405196 0.68752927
## [1033,] 0.733549653 -0.123192408 0.833814348 -0.136405196 0.64298695
## [1034,] 0.733549653 -0.157795507 0.783192329 -0.130266385 0.68752927
## [1035,] 0.733549653 -0.137866501 0.737632511 -0.130266385 0.68752927
## [1036,] 0.694494268 -0.076294799 0.687010491 -0.124127574 0.68752927
## [1037,] 0.616383498 0.002330579 -1.636540207 -0.117988763 0.50935998
## [1038,] 0.616383498 -0.099892328 0.595890856 -0.117988763 0.59844462
## [1039,] 0.655438883 -0.220557000 0.555393241 -0.111849953 0.64298695
## [1040,] 0.616383498 0.413899237 0.509833423 -0.105711142 0.59844462
## [1041,] -2.742379593 0.854320335 0.464273605 -0.099572331 0.33119068
## [1042,] 0.499217344 0.374338675 0.423775990 -0.093433520 0.46481765
## [1043,] 0.186774266 0.049525636 0.383278374 -0.087294709 0.42027533
## [1044,] -1.414496510 0.509974889 0.337718556 -0.075017088 0.50935998
## [1045,] -0.008502658 -0.219664657 -0.806339086 0.244201076 -0.20331720
## [1046,] -0.047558043 -0.219763806 -0.826587894 0.262617509 -0.24785953
## [1047,] -0.125668812 -0.206180355 -0.851898904 0.281033941 -0.47057115
## [1048,] -0.125668812 -0.203007578 -1.783344064 0.305589185 -0.47057115
## [1049,] -0.203779582 0.009568477 -1.803592872 0.330144428 -0.47057115
## [1050,] -0.203779582 -0.214608044 -1.823841679 0.348560861 -0.42602882
## [1051,] -0.164724197 -0.220160403 -0.932894135 0.366977293 -0.42602882
## [1052,] -0.164724197 -0.194084143 -0.953142943 0.391532537 -0.38148650
## [1053,] -0.164724197 -0.202412682 -0.973391751 0.422226591 -0.47057115
## [1054,] -0.164724197 1.028525619 -0.993640558 0.446781834 -0.55965579
## [1055,] -0.125668812 0.711049627 -1.013889366 0.465198267 -0.64874044
## [1056,] -0.125668812 2.644658869 -1.034138174 0.489753510 -0.73782509
## [1057,] -0.125668812 0.488856092 -1.054386982 0.508169943 -0.33694418
## [1058,] -2.117493436 0.481915643 -1.074635790 0.538863997 -0.51511347
## [1059,] 0.342995805 -0.208460788 -0.770903672 0.047759129 0.19756371
## [1060,] -0.164724197 -0.120416228 -0.811401288 0.066175562 -0.33694418
## [1061,] -0.828665738 -0.004907318 -0.851898904 0.084591994 0.15302139
## [1062,] -2.937656516 -0.017697575 -1.803592872 0.103008427 -3.32127987
## [1063,] 0.499217344 -0.201718637 -0.927831933 0.127563670 -3.32127987
## [1064,] 0.460161959 -0.187936887 -0.963267347 0.152118914 -3.32127987
## [1065,] 0.225829651 -0.187540290 -1.003764962 0.317866806 0.06393674
## [1066,] 0.225829651 -0.112682585 -1.039200376 0.207368211 0.01939441
## [1067,] -0.164724197 -0.145203548 -1.069573588 0.238062265 -0.06969023
## [1068,] -0.672444199 -0.189424127 -1.099946799 0.262617509 0.10847906
## [1069,] -1.570718049 -0.088787608 -1.135382213 0.281033941 0.37573300
## [1070,] -2.781434977 -0.138263099 -1.160693223 0.299450374 0.10847906
## [1071,] 0.342995805 -0.173262794 -0.163439437 -0.253042602 0.19756371
## [1072,] 0.382051190 -0.118631541 -0.203937053 -0.253042602 0.24210603
## [1073,] 0.186774266 -0.212030162 -0.244434669 -0.246903791 0.01939441
## [1074,] 0.108663496 -0.212724207 -0.284932284 -0.246903791 0.06393674
## [1075,] 0.147718881 0.090573438 -0.320367698 -0.246903791 -0.02514791
## [1076,] 0.499217344 -0.093745072 -0.993640558 -0.136405196 0.37573300
## [1077,] 0.499217344 -0.036040192 -1.018951568 -0.124127574 0.37573300
## [1078,] -2.742379593 0.112782876 -1.049324780 -0.117988763 -3.32127987
## [1079,] 0.499217344 0.013336149 -1.074635790 -0.105711142 0.37573300
## [1080,] 0.108663496 -0.201718637 -1.099946799 -0.087294709 -0.02514791
## [1081,] 0.382051190 -0.201817787 -1.125257809 -0.075017088 0.42027533
## [1082,] 0.108663496 -0.013434156 -1.150568819 -0.056600655 -0.06969023
## [1083,] 0.108663496 -0.080260770 -1.175879829 -0.038184222 -0.06969023
## [1084,] -0.399056506 0.060828654 -1.201190839 -0.019767790 0.33119068
## [1085,] -1.492607280 0.277469829 -1.226501848 -0.001351357 -0.24785953
## [1086,] -2.039382667 0.976571396 -1.251812858 0.017065075 -3.36582219
## [1087,] -3.015767286 1.102490981 -1.277123868 0.035481508 -0.33694418
## [1088,] 0.499217344 -0.206676101 1.188168485 -0.265320224 0.55390230
## [1089,] -1.102053432 0.040403902 1.157795274 -0.265320224 0.59844462
## [1090,] -3.015767286 -0.219565508 -1.601104793 -0.265320224 0.59844462
## [1091,] -3.015767286 -0.215500387 1.102111052 -0.265320224 0.59844462
## [1092,] 0.733549653 -0.220557000 0.762943521 -0.253042602 0.68752927
## [1093,] 0.733549653 -0.220557000 0.722445905 -0.253042602 0.68752927
## [1094,] 0.733549653 -0.220557000 0.687010491 -0.253042602 0.68752927
## [1095,] 0.733549653 -0.220557000 -1.631478005 -0.253042602 0.68752927
## [1096,] 0.733549653 -0.220557000 -1.666913419 -0.253042602 0.68752927
## [1097,] 0.733549653 -0.220557000 0.570579846 -0.253042602 0.68752927
## [1098,] 0.694494268 -0.220557000 0.530082231 -0.253042602 0.59844462
## [1099,] 0.538272729 -0.220557000 0.494646817 -0.246903791 0.42027533
## [1100,] 0.342995805 -0.220557000 0.454149201 -0.246903791 0.19756371
## [1101,] 0.264885035 -0.220557000 0.418713788 -0.246903791 0.15302139
## [1102,] -0.008502658 -0.220557000 0.383278374 -0.246903791 -3.36582219
## [1103,] 0.264885035 -0.220557000 0.342780758 -0.240764980 0.10847906
## [1104,] 0.225829651 -0.220557000 0.307345345 -0.240764980 0.06393674
## [1105,] 0.303940420 -0.220557000 0.271909931 -0.240764980 0.24210603
## [1106,] 0.147718881 -0.220557000 0.236474517 -0.240764980 0.06393674
## [1107,] -0.438111891 -0.107328523 -0.973391751 0.268756320 -0.73782509
## [1108,] -0.477167275 -0.099198283 -0.993640558 0.274895131 -1.22779065
## [1109,] -0.320945736 -0.193588396 -1.013889366 0.281033941 -0.55965579
## [1110,] -0.164724197 -0.144112906 -1.034138174 0.299450374 -3.54399149
## [1111,] -2.820490362 -0.183673468 -1.054386982 0.311727996 -0.38148650
## [1112,] -0.320945736 -0.141138428 -1.074635790 0.336283239 -0.55965579
## [1113,] -1.180164201 0.459111308 -0.679784037 4.387898395 -1.53958692
## [1114,] -1.297330356 5.019680702 -0.710157249 4.473841747 -1.67321389
## [1115,] -1.453551895 0.418658402 -0.740530460 4.565923910 -1.85138318
## [1116,] -1.297330356 1.647712867 -0.775965874 4.651867261 -1.58412924
## [1117,] -1.180164201 0.621319529 -0.806339086 4.743949424 -1.31687530
## [1118,] -0.633388815 -0.094439117 -0.836712298 4.836031587 -0.78236741
## [1119,] -1.492607280 0.766969820 -0.867085509 4.934252560 -3.45490684
## [1120,] -1.453551895 0.038520066 -1.808655074 5.026334723 -1.31687530
## [1121,] -2.039382667 -0.150755908 -0.922769731 5.124555696 -1.67321389
## [1122,] -2.390881130 10.777775090 -0.953142943 5.210499048 -1.71775621
## [1123,] -0.281890352 -0.084722488 -0.679784037 2.441895358 -0.51511347
## [1124,] -0.281890352 0.646900043 -0.720281653 2.491005845 -0.51511347
## [1125,] -0.281890352 0.577198100 -0.755717066 2.527838710 -0.51511347
## [1126,] -0.203779582 0.214311738 -0.791152480 2.546255142 -0.38148650
## [1127,] 0.108663496 0.207867035 -0.821525692 2.558532764 -0.06969023
## [1128,] -0.047558043 -0.134991172 -0.851898904 2.552393953 -3.41036452
## [1129,] -0.555278045 -0.108617464 -1.798530670 2.552393953 -3.41036452
## [1130,] -0.164724197 0.057160131 -1.823841679 2.546255142 -0.38148650
## [1131,] -0.047558043 0.537042642 -0.943018539 2.540116332 -0.29240185
## [1132,] -2.820490362 0.075007001 -0.973391751 2.546255142 -0.24785953
## [1133,] -0.555278045 0.200629138 -0.998702760 2.558532764 -0.82690974
## [1134,] -0.633388815 0.249410583 -1.024013770 2.589226818 -0.64874044
## [1135,] -2.781434977 -0.220557000 0.960369397 -0.265320224 -3.36582219
## [1136,] -2.781434977 -0.220557000 0.919871782 -0.265320224 -0.11423256
## [1137,] 0.225829651 -0.220557000 0.884436368 -0.265320224 0.15302139
## [1138,] 0.303940420 -0.220160403 0.849000954 -0.265320224 0.33119068
## [1139,] 0.577328114 -0.220557000 0.813565540 -0.259181413 0.50935998
## [1140,] 0.225829651 -0.220557000 0.773067925 -0.259181413 0.06393674
## [1141,] 0.264885035 -0.220557000 0.737632511 -0.259181413 0.10847906
## [1142,] 0.225829651 -0.220557000 0.697134895 -0.259181413 0.01939441
## [1143,] 0.342995805 -0.220557000 0.656637280 -0.259181413 0.64298695
## [1144,] 0.499217344 -0.220557000 -1.661851217 -0.259181413 0.19756371
## [1145,] 0.616383498 -0.220557000 0.575642048 -0.259181413 0.37573300
## [1146,] 0.733549653 -0.220557000 0.530082231 -0.259181413 0.50935998
## [1147,] 0.733549653 -0.220557000 0.489584615 -0.259181413 0.68752927
## [1148,] 0.733549653 -0.220557000 0.444024798 -0.259181413 0.50935998
## [1149,] -0.477167275 0.007387193 0.494646817 -0.191654494 -0.87145206
## [1150,] -0.242834967 -0.219367209 0.459211403 -0.191654494 -3.36582219
## [1151,] -0.438111891 -0.220557000 0.418713788 -0.191654494 -0.11423256
## [1152,] -0.516222660 -0.220557000 0.383278374 -0.191654494 -0.64874044
## [1153,] -0.906776508 -0.220557000 0.342780758 -0.185515683 -0.51511347
## [1154,] -0.516222660 -0.220557000 0.307345345 -0.185515683 -0.20331720
## [1155,] -0.789610354 -0.220557000 0.266847729 -0.185515683 -0.33694418
## [1156,] -0.711499584 -0.220557000 0.231412315 -0.185515683 -0.51511347
## [1157,] -0.320945736 -0.220457851 0.190914700 -0.185515683 -0.73782509
## [1158,] -0.633388815 -0.099396581 0.150417084 -0.179376872 -1.00507903
## [1159,] -2.859545747 -0.083235249 -1.707411034 -0.179376872 -1.09416368
## [1160,] -0.477167275 0.162456665 0.074484055 -0.185515683 -0.96053671
## [1161,] -2.859545747 1.526453299 0.039048641 -0.185515683 -1.31687530
## [1162,] -0.789610354 0.178320550 0.003613227 -0.185515683 -1.40595995
## [1163,] -0.867721123 0.486873107 -0.031822186 -0.185515683 -1.45050227
## [1164,] 0.303940420 -0.220557000 0.570579846 -0.253042602 -0.02514791
## [1165,] 0.264885035 -0.220557000 0.530082231 -0.253042602 -3.36582219
## [1166,] 0.303940420 -0.220557000 0.494646817 -0.253042602 -0.02514791
## [1167,] 0.382051190 -0.220557000 0.454149201 -0.253042602 0.01939441
## [1168,] 0.382051190 -0.220557000 0.418713788 -0.253042602 0.06393674
## [1169,] 0.225829651 -0.220557000 0.378216172 -0.253042602 -0.11423256
## [1170,] 0.303940420 -0.220557000 0.342780758 -0.246903791 0.06393674
## [1171,] 0.264885035 -0.220557000 0.307345345 -0.246903791 0.50935998
## [1172,] 0.499217344 -0.220557000 0.271909931 -0.246903791 0.64298695
## [1173,] 0.499217344 -0.220557000 0.236474517 -0.246903791 0.55390230
## [1174,] -2.742379593 -0.220557000 0.195976902 -0.246903791 0.37573300
## [1175,] 0.264885035 -0.220557000 0.160541488 -0.246903791 0.10847906
## [1176,] 0.342995805 -0.220557000 0.849000954 -0.210070926 -0.24785953
## [1177,] 0.342995805 -0.220557000 0.813565540 -0.203932115 -0.55965579
## [1178,] 0.616383498 -0.220557000 0.783192329 -0.203932115 0.46481765
## [1179,] 0.460161959 -0.220557000 0.747756915 -0.197793304 0.33119068
## [1180,] 0.538272729 -0.220557000 0.712321501 -0.197793304 0.37573300
## [1181,] 0.538272729 -0.220557000 0.676886088 -0.191654494 0.37573300
## [1182,] 0.538272729 -0.220457851 -1.636540207 -0.185515683 0.42027533
## [1183,] 0.538272729 -0.220557000 -1.666913419 -0.179376872 0.42027533
## [1184,] 0.577328114 -0.220557000 0.575642048 -0.179376872 0.46481765
## [1185,] 0.577328114 -0.220557000 0.540206635 -0.173238061 -0.78236741
## [1186,] 0.499217344 -0.220557000 0.504771221 -0.160960439 -0.11423256
## [1187,] -0.555278045 -0.220557000 0.469335807 -0.154821628 0.50935998
## [1188,] -0.477167275 5.614179780 -0.674721835 0.145980103 -0.29240185
## [1189,] 0.382051190 0.068958895 -0.700032845 0.152118914 0.01939441
## [1190,] 0.342995805 -0.068263708 -0.730406057 0.164396535 0.19756371
## [1191,] 0.303940420 0.427680987 -0.760779268 0.170535346 0.15302139
## [1192,] -0.086613428 0.410825609 -0.786090278 0.182812968 -0.24785953
## [1193,] 0.225829651 -0.074906709 -0.811401288 0.195090590 0.10847906
## [1194,] 0.342995805 -0.186747096 -0.836712298 0.207368211 0.33119068
## [1195,] 0.303940420 -0.168007882 -0.862023307 0.219645833 0.15302139
## [1196,] -0.086613428 -0.219664657 -1.798530670 0.231923455 0.19756371
## [1197,] -1.180164201 -0.208857385 -1.823841679 0.244201076 -3.32127987
## [1198,] -1.219219586 0.079369569 -0.937956337 0.256478698 0.06393674
## [1199,] -1.062998047 0.821601073 -0.958205145 0.262617509 0.06393674
## [1200,] -1.453551895 0.473785402 -0.983516154 0.274895131 -0.29240185
## [1201,] -1.336385741 0.509181694 -1.003764962 0.274895131 -0.33694418
## [1202,] -2.820490362 0.485385867 -1.029075972 0.281033941 -0.42602882
## [1203,] 0.655438883 -0.220557000 1.162857475 -0.259181413 0.46481765
## [1204,] 0.655438883 -0.212228461 -1.606166995 -0.259181413 0.50935998
## [1205,] 0.694494268 -0.213517401 1.091986648 -0.259181413 0.50935998
## [1206,] 0.733549653 -0.220557000 1.061613436 -0.259181413 0.55390230
## [1207,] 0.733549653 -0.219268060 1.026178023 -0.259181413 0.55390230
## [1208,] 0.733549653 -0.209154833 0.995804811 -0.253042602 0.55390230
## [1209,] 0.733549653 -0.220557000 0.965431599 -0.253042602 0.55390230
## [1210,] 0.733549653 -0.216591029 0.935058387 -0.253042602 0.68752927
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## [1213,] 0.733549653 -0.219466358 0.854063156 -0.253042602 0.68752927
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## [1221,] 0.694494268 -0.220358702 1.046426830 -0.271459034 0.59844462
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## [1224,] 0.694494268 -0.220457851 0.929996185 -0.271459034 0.59844462
## [1225,] 0.694494268 -0.220557000 0.889498570 -0.271459034 0.55390230
## [1226,] 0.694494268 -0.220557000 0.849000954 -0.271459034 0.59844462
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## [1228,] 0.577328114 -0.220061254 0.768005723 -0.265320224 0.50935998
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## [1230,] 0.108663496 -0.219763806 0.687010491 -0.265320224 0.55390230
## [1231,] -2.820490362 -0.220557000 -1.631478005 -0.265320224 0.55390230
## [1232,] -0.828665738 -0.216095283 -1.671975621 -0.265320224 0.55390230
## [1233,] 0.577328114 -0.214707193 1.102111052 -0.259181413 0.46481765
## [1234,] 0.655438883 -0.105642986 1.066675638 -0.259181413 0.19756371
## [1235,] 0.655438883 0.518105130 1.026178023 -0.259181413 0.37573300
## [1236,] 0.655438883 0.194779330 0.990742609 -0.259181413 0.24210603
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## [1239,] 0.694494268 -0.219367209 0.884436368 -0.253042602 0.50935998
## [1240,] 0.772605038 -0.185557305 0.854063156 -0.253042602 0.55390230
## [1241,] 0.772605038 0.096324096 0.823689944 -0.246903791 0.59844462
## [1242,] 0.733549653 0.279452815 0.798378935 -0.246903791 0.59844462
## [1243,] 0.772605038 -0.208956535 0.773067925 -0.246903791 0.59844462
## [1244,] 0.733549653 -0.219664657 0.747756915 -0.246903791 0.59844462
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## [1246,] 0.733549653 -0.219565508 0.697134895 -0.240764980 0.68752927
## [1247,] 0.733549653 -0.217086776 0.671823886 -0.240764980 0.68752927
## [1248,] 0.694494268 0.246535254 1.102111052 -0.179376872 0.59844462
## [1249,] 0.694494268 0.011353164 1.071737840 -0.173238061 0.64298695
## [1250,] 0.694494268 -0.010063081 1.041364628 -0.173238061 0.64298695
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## [1256,] 0.733549653 -0.106832777 0.889498570 -0.148682818 0.64298695
## [1257,] 0.694494268 -0.175543228 0.869249762 -0.148682818 0.64298695
## [1258,] 0.655438883 0.021763838 0.854063156 -0.142544007 0.64298695
## [1259,] 0.577328114 0.105743277 0.838876550 -0.136405196 0.59844462
## [1260,] 0.069608112 -0.163050418 0.828752146 -0.124127574 0.59844462
## [1261,] -1.414496510 -0.015119694 0.813565540 -0.117988763 0.59844462
## [1262,] 0.733549653 -0.219565508 -1.788406266 -0.173238061 0.64298695
## [1263,] 0.733549653 -0.218871463 -1.823841679 -0.167099250 0.64298695
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## [1266,] 0.694494268 -0.208559938 -1.003764962 -0.130266385 0.42027533
## [1267,] 0.694494268 -0.220061254 -1.034138174 -0.117988763 0.42027533
## [1268,] 0.694494268 -0.219962105 -1.064511386 -0.099572331 0.59844462
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## [1270,] 0.772605038 -0.171577256 -1.125257809 -0.062739466 0.68752927
## [1271,] 0.616383498 -0.207766743 -1.150568819 -0.038184222 0.50935998
## [1272,] 0.382051190 -0.182285379 -1.175879829 -0.013628979 0.24210603
## [1273,] 0.655438883 -0.115062167 -1.196128637 0.010926264 0.55390230
## [1274,] 0.342995805 0.050913726 -1.216377444 0.035481508 0.06393674
## [1275,] -0.906776508 -0.220557000 1.831068134 -0.271459034 -1.13870600
## [1276,] -2.859545747 -0.220557000 1.805757124 -0.271459034 -0.96053671
## [1277,] -0.594333430 -0.220457851 1.785508316 -0.271459034 -0.96053671
## [1278,] -0.828665738 -0.220557000 1.760197306 -0.271459034 -3.45490684
## [1279,] -0.867721123 -0.219763806 1.739948499 -0.271459034 -1.18324833
## [1280,] -1.375441125 -0.220557000 1.714637489 -0.271459034 -1.71775621
## [1281,] -2.625213438 -0.220557000 1.684264277 -0.271459034 -1.31687530
## [1282,] -1.297330356 -0.220557000 -1.530233966 -0.271459034 -1.53958692
## [1283,] -1.726939588 -0.220557000 -1.560607178 -0.271459034 -2.07409480
## [1284,] -1.492607280 -0.220557000 1.598206844 -0.271459034 -1.27233298
## [1285,] -0.984887278 -0.220557000 1.557709228 -0.271459034 -2.56406036
## [1286,] 0.147718881 -0.220557000 1.522273814 -0.271459034 -0.06969023
## [1287,] 0.264885035 -0.220557000 1.481776199 -0.271459034 0.06393674
## [1288,] 0.382051190 -0.220557000 1.436216381 -0.271459034 -0.02514791
## [1289,] 0.382051190 -0.220557000 1.390656564 -0.271459034 0.46481765
## [1290,] 0.616383498 -0.220557000 -1.773219660 -0.271459034 0.50935998
## [1291,] 0.694494268 -0.220557000 -0.446922747 -0.271459034 0.59844462
## [1292,] 0.655438883 -0.220557000 -0.487420363 -0.271459034 0.55390230
## [1293,] 0.655438883 -0.220557000 -0.527917978 -0.271459034 0.55390230
## [1294,] 0.733549653 -0.220557000 -0.568415594 -0.271459034 0.64298695
## [1295,] 0.733549653 -0.220557000 -0.603851008 -0.271459034 0.68752927
## [1296,] 0.772605038 -0.220557000 -0.644348623 -0.271459034 0.68752927
## [1297,] 0.303940420 -0.220557000 -0.679784037 -0.271459034 0.64298695
## [1298,] -0.164724197 -0.220557000 -0.715219451 -0.271459034 0.59844462
## [1299,] 0.655438883 -0.220557000 -0.745592662 -0.271459034 0.59844462
## [1300,] -2.820490362 -0.220557000 -0.775965874 -0.271459034 0.68752927
## [1301,] -1.414496510 -0.220557000 -0.806339086 -0.271459034 0.46481765
## [1302,] 0.382051190 -0.217384223 -0.725343855 -0.105711142 0.06393674
## [1303,] 0.499217344 -0.218871463 -0.755717066 -0.099572331 0.24210603
## [1304,] 0.460161959 -0.215996133 -0.781028076 -0.093433520 -0.02514791
## [1305,] 0.499217344 -0.218772313 -0.806339086 -0.081155898 0.24210603
## [1306,] 0.382051190 -0.178121109 -0.831650096 -0.075017088 -0.33694418
## [1307,] 0.264885035 -0.121506870 -0.856961106 -0.068878277 -0.02514791
## [1308,] 0.342995805 -0.219962105 -1.788406266 -0.062739466 0.15302139
## [1309,] 0.577328114 -0.219466358 -1.813717275 -0.050461844 0.42027533
## [1310,] 0.382051190 -0.220259552 -0.922769731 -0.038184222 0.24210603
## [1311,] 0.186774266 -0.220557000 -0.943018539 -0.025906601 0.01939441
## [1312,] -0.984887278 -0.217483373 -0.963267347 -0.013628979 0.15302139
## [1313,] 0.499217344 -0.216888477 1.076800042 -0.265320224 0.42027533
## [1314,] 0.460161959 -0.220457851 1.051489032 -0.265320224 0.59844462
## [1315,] 0.694494268 -0.220557000 1.021115821 -0.265320224 0.42027533
## [1316,] 0.577328114 -0.183871767 0.990742609 -0.265320224 0.46481765
## [1317,] 0.382051190 -0.218574015 0.955307195 -0.265320224 0.33119068
## [1318,] 0.538272729 -0.220457851 0.924933983 -0.265320224 0.59844462
## [1319,] 0.538272729 -0.220358702 0.894560772 -0.265320224 0.50935998
## [1320,] 0.772605038 -0.200627995 0.859125358 -0.265320224 0.42027533
## [1321,] 0.538272729 -0.220358702 0.828752146 -0.265320224 0.59844462
## [1322,] -0.555278045 -0.220358702 0.798378935 -0.265320224 0.64298695
## [1323,] 0.382051190 -0.219466358 0.768005723 -0.265320224 0.55390230
## [1324,] 0.772605038 -0.220557000 -0.097630812 -0.271459034 0.68752927
## [1325,] 0.772605038 -0.220557000 -0.133066226 -0.271459034 0.64298695
## [1326,] 0.772605038 -0.220557000 -0.168501639 -0.271459034 0.64298695
## [1327,] 0.772605038 -0.220557000 -0.198874851 -0.271459034 0.68752927
## [1328,] 0.772605038 -0.220557000 -0.234310265 -0.271459034 0.68752927
## [1329,] 0.772605038 -0.220557000 -0.289994486 -0.271459034 0.68752927
## [1330,] 0.772605038 -0.220557000 -0.320367698 -0.271459034 0.68752927
## [1331,] 0.772605038 -0.220457851 -0.350740910 -0.271459034 0.68752927
## [1332,] 0.772605038 -0.219565508 -1.742846448 -0.271459034 0.68752927
## [1333,] 0.772605038 -0.220557000 -1.773219660 -0.271459034 0.68752927
## [1334,] 0.772605038 -0.220557000 -0.451984949 -0.271459034 0.68752927
## [1335,] 0.772605038 -0.220557000 -0.477295959 -0.271459034 0.68752927
## [1336,] 0.772605038 -0.220557000 -0.507669170 -0.271459034 0.68752927
## [1337,] 0.655438883 -0.220557000 -0.532980180 -0.271459034 0.55390230
## [1338,] 0.733549653 -0.220557000 -0.558291190 -0.271459034 0.64298695
## [1339,] 0.147718881 -0.120812825 -0.725343855 -0.075017088 -0.02514791
## [1340,] 0.499217344 -0.219069761 -0.750654864 -0.068878277 0.37573300
## [1341,] 0.460161959 -0.153333789 -0.781028076 -0.056600655 0.33119068
## [1342,] 0.382051190 -0.035643595 -0.806339086 -0.038184222 0.19756371
## [1343,] 0.264885035 -0.112583435 -0.831650096 -0.025906601 0.01939441
## [1344,] 0.186774266 -0.217483373 -0.856961106 -0.013628979 -0.11423256
## [1345,] -0.086613428 -0.216194432 -1.793468468 -0.001351357 -0.38148650
## [1346,] -0.633388815 -0.220557000 -1.818779477 0.004787453 -0.91599439
## [1347,] 0.342995805 -0.220557000 0.585766452 -0.271459034 0.46481765
## [1348,] 0.577328114 -0.220557000 0.545268837 -0.271459034 0.68752927
## [1349,] 0.772605038 -0.220557000 0.504771221 -0.271459034 0.68752927
## [1350,] 0.772605038 -0.220557000 0.459211403 -0.271459034 0.68752927
## [1351,] -2.742379593 -0.220557000 0.418713788 -0.271459034 0.46481765
## [1352,] 0.499217344 -0.220557000 0.373153970 -0.271459034 0.64298695
## [1353,] 0.382051190 -0.220557000 0.332656354 -0.271459034 0.46481765
## [1354,] -2.742379593 -0.220557000 0.287096537 -0.271459034 0.42027533
## [1355,] 0.772605038 -0.220557000 0.246598921 -0.271459034 0.68752927
## [1356,] 0.147718881 -0.220557000 0.201039104 -0.271459034 -3.32127987
## [1357,] 0.069608112 -0.220557000 0.160541488 -0.271459034 0.24210603
## [1358,] -0.008502658 -0.220557000 -1.707411034 -0.271459034 0.01939441
## [1359,] -0.164724197 -0.220557000 0.074484055 -0.271459034 -0.24785953
## [1360,] 0.147718881 -0.220557000 0.028924237 -0.271459034 0.19756371
## [1361,] 0.069608112 -0.220557000 -0.011573379 -0.271459034 0.19756371
## [1362,] -2.781434977 -0.214013148 -1.661851217 0.047759129 -0.29240185
## [1363,] -2.820490362 -0.218078268 0.575642048 0.060036751 -0.47057115
## [1364,] -0.438111891 -0.217384223 0.535144433 0.072314373 -0.82690974
## [1365,] -0.125668812 -0.211435267 0.494646817 0.084591994 -0.64874044
## [1366,] -0.320945736 1.018709840 0.459211403 0.109147238 -0.51511347
## [1367,] -0.203779582 0.360160328 0.418713788 0.158257725 -0.38148650
## [1368,] -0.125668812 -0.216690178 0.383278374 0.188951779 -0.29240185
## [1369,] 0.147718881 -0.217483373 0.347842960 0.213507022 -0.20331720
## [1370,] 0.147718881 -0.212525909 0.312407547 0.231923455 -0.20331720
## [1371,] -0.008502658 -0.159580194 0.276972133 0.244201076 -0.38148650
## [1372,] -0.125668812 -0.138263099 0.241536719 0.238062265 -0.47057115
## [1373,] -0.320945736 -0.196364576 0.206101306 0.231923455 -3.41036452
## [1374,] -0.281890352 -0.117144302 0.175728094 0.213507022 -3.41036452
## [1375,] -0.281890352 -0.104948941 -1.682100025 0.195090590 -0.55965579
## [1376,] -0.242834967 -0.075898202 -1.722597640 0.176674157 -0.55965579
## [1377,] 0.655438883 -0.205288011 1.410905371 -0.265320224 0.59844462
## [1378,] 0.616383498 -0.207568445 1.380532160 -0.259181413 0.55390230
## [1379,] 0.655438883 -0.101181268 1.350158948 -0.259181413 0.59844462
## [1380,] 0.694494268 0.156408559 1.314723534 -0.259181413 0.59844462
## [1381,] 0.694494268 -0.190613918 1.284350322 -0.259181413 0.59844462
## [1382,] 0.655438883 -0.216491880 1.253977111 -0.259181413 0.55390230
## [1383,] 0.694494268 -0.191109664 1.223603899 -0.259181413 0.59844462
## [1384,] 0.655438883 -0.194084143 1.193230687 -0.259181413 0.55390230
## [1385,] 0.694494268 -0.184664961 1.162857475 -0.259181413 0.64298695
## [1386,] 0.655438883 -0.218375716 -1.601104793 -0.259181413 0.55390230
## [1387,] 0.694494268 -0.217979119 1.102111052 -0.259181413 0.59844462
## [1388,] 0.069608112 -0.195174785 1.071737840 -0.259181413 0.68752927
## [1389,] 0.108663496 -0.213913999 1.046426830 -0.259181413 0.64298695
## [1390,] 0.147718881 -0.220557000 1.016053619 -0.259181413 0.50935998
## [1391,] -0.086613428 -0.205486310 0.985680407 -0.259181413 0.50935998
## [1392,] 0.772605038 -0.053391316 -0.781028076 -0.253042602 0.68752927
## [1393,] 0.772605038 -0.011649469 -0.821525692 -0.253042602 0.68752927
## [1394,] 0.772605038 -0.215500387 -0.856961106 -0.246903791 0.68752927
## [1395,] 0.772605038 -0.214608044 -1.803592872 -0.246903791 0.68752927
## [1396,] 0.772605038 -0.212724207 -0.927831933 -0.246903791 0.68752927
## [1397,] 0.694494268 -0.218474865 -0.958205145 -0.246903791 0.59844462
## [1398,] 0.733549653 -0.217285074 -0.993640558 -0.246903791 0.64298695
## [1399,] 0.733549653 -0.216194432 -1.024013770 -0.240764980 0.64298695
## [1400,] 0.733549653 -0.220557000 -1.059449184 -0.240764980 0.64298695
## [1401,] 0.772605038 -0.220259552 -1.089822396 -0.240764980 0.68752927
## [1402,] -0.672444199 -0.217086776 -1.115133405 -0.210070926 0.59844462
## [1403,] -1.844105743 -0.214112297 -1.140444415 -0.240764980 0.64298695
## [1404,] 0.225829651 -0.220557000 0.990742609 -0.271459034 0.06393674
## [1405,] 0.264885035 -0.220557000 0.955307195 -0.271459034 0.10847906
## [1406,] 0.186774266 -0.220557000 0.919871782 -0.271459034 0.01939441
## [1407,] 0.264885035 -0.220557000 0.879374166 -0.271459034 0.10847906
## [1408,] 0.264885035 -0.220557000 0.843938752 -0.271459034 0.55390230
## [1409,] 0.303940420 -0.220557000 0.808503338 -0.271459034 0.06393674
## [1410,] 0.186774266 -0.220557000 0.768005723 -0.271459034 0.06393674
## [1411,] 0.186774266 -0.220557000 0.732570309 -0.271459034 0.01939441
## [1412,] 0.186774266 -0.220557000 0.692072693 -0.271459034 0.01939441
## [1413,] 0.147718881 -0.220557000 0.656637280 -0.271459034 0.01939441
## [1414,] 0.733549653 -0.220557000 -0.320367698 -0.253042602 0.64298695
## [1415,] 0.733549653 -0.220557000 -0.350740910 -0.253042602 0.64298695
## [1416,] 0.616383498 -0.220557000 -1.742846448 -0.253042602 0.37573300
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## [1418,] 0.382051190 -0.189523276 -0.426673939 -0.246903791 0.24210603
## [1419,] 0.342995805 -0.217979119 -0.446922747 -0.246903791 0.24210603
## [1420,] -2.742379593 -0.220457851 -0.467171555 -0.246903791 0.24210603
## [1421,] 0.499217344 -0.220557000 -0.487420363 -0.246903791 0.19756371
## [1422,] 0.538272729 -0.220557000 -0.502606969 -0.246903791 0.19756371
## [1423,] 0.616383498 -0.220557000 -0.522855776 -0.246903791 0.19756371
## [1424,] 0.538272729 -0.220557000 -0.543104584 -0.246903791 0.19756371
## [1425,] -2.742379593 -0.185854753 -0.558291190 -0.246903791 0.15302139
## [1426,] 0.342995805 -0.216888477 -0.578539998 -0.246903791 0.15302139
## [1427,] 0.264885035 -0.215698686 -0.598788806 -0.246903791 0.15302139
## [1428,] 0.147718881 -0.219565508 -0.619037614 -0.246903791 0.15302139
## [1429,] -0.477167275 -0.217979119 1.056551234 -0.271459034 0.64298695
## [1430,] -0.477167275 -0.215500387 1.031240225 -0.271459034 0.64298695
## [1431,] -1.023942662 -0.217582522 1.010991417 -0.271459034 0.64298695
## [1432,] -1.453551895 -0.217979119 0.990742609 -0.271459034 0.64298695
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## [1435,] 0.147718881 -0.183376021 0.479460211 -0.210070926 -0.02514791
## [1436,] 0.108663496 -0.201817787 0.438962596 -0.210070926 0.01939441
## [1437,] 0.069608112 -0.141138428 0.398464980 -0.203932115 0.06393674
## [1438,] -2.781434977 -0.167214688 0.363029566 -0.203932115 0.10847906
## [1439,] -2.781434977 -0.191803709 0.327594153 -0.203932115 -0.02514791
## [1440,] -0.008502658 -0.206081206 0.292158739 -0.197793304 0.10847906
## [1441,] 0.694494268 -0.220557000 0.089670661 -0.203932115 0.46481765
## [1442,] 0.655438883 -0.220457851 0.044110843 -0.203932115 0.59844462
## [1443,] 0.577328114 -0.218970612 0.003613227 -0.197793304 0.55390230
## [1444,] 0.655438883 -0.220457851 -0.036884388 -0.197793304 0.59844462
## [1445,] 0.538272729 -0.220557000 -0.077382004 -0.197793304 0.50935998
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## [1447,] 0.264885035 -0.220557000 -0.143190630 -0.197793304 0.15302139
## [1448,] 0.186774266 -0.220358702 -0.173563841 -0.197793304 0.06393674
## [1449,] 0.342995805 -0.220259552 -0.203937053 -0.197793304 -0.33694418
## [1450,] 0.069608112 -0.220557000 -0.234310265 -0.197793304 -0.20331720
## [1451,] 0.069608112 -0.220160403 -0.259621275 -0.191654494 -0.06969023
## [1452,] -0.828665738 -0.007980946 -0.284932284 -0.185515683 -0.06969023
## [1453,] -1.570718049 -0.128645619 -0.305181092 -0.179376872 0.01939441
## [1454,] 0.772605038 -0.220557000 -0.289994486 -0.210070926 0.68752927
## [1455,] 0.772605038 0.041296246 -0.345678708 -0.210070926 0.68752927
## [1456,] 0.733549653 0.294721804 -1.773219660 -0.203932115 0.68752927
## [1457,] 0.733549653 0.092358125 -0.462109353 -0.203932115 0.68752927
## [1458,] 0.733549653 0.035545588 -0.517793574 -0.197793304 0.68752927
## [1459,] 0.733549653 0.381378274 -0.573477796 -0.197793304 0.68752927
## [1460,] 0.733549653 0.551815884 -0.629162017 -0.191654494 0.68752927
## [1461,] 0.655438883 0.165431143 -0.684846239 -0.185515683 0.64298695
## [1462,] 0.655438883 0.135190613 -0.735468259 -0.179376872 0.64298695
## [1463,] 0.655438883 0.129043358 -0.786090278 -0.179376872 0.64298695
## [1464,] 0.655438883 0.192399747 -0.831650096 -0.173238061 0.64298695
## [1465,] 0.655438883 0.227498592 -1.783344064 -0.160960439 0.64298695
## [1466,] 0.616383498 0.802167814 -1.818779477 -0.154821628 0.59844462
## [1467,] 0.616383498 0.505116574 -0.948080741 -0.148682818 0.59844462
## [1468,] 0.616383498 0.183377163 -0.983516154 -0.142544007 0.59844462
## [1469,] -0.086613428 -0.215896984 -1.069573588 -0.259181413 -0.33694418
## [1470,] 0.108663496 -0.220160403 -1.089822396 -0.259181413 -0.06969023
## [1471,] 0.147718881 -0.218970612 -1.110071203 -0.259181413 -0.02514791
## [1472,] -0.477167275 -0.144906100 -1.130320011 -0.253042602 -0.78236741
## [1473,] -0.281890352 -0.215599536 -1.145506617 -0.253042602 -0.51511347
## [1474,] -0.281890352 -0.219565508 -1.165755425 -0.253042602 -0.24785953
## [1475,] -0.008502658 -0.220557000 -1.186004233 -0.253042602 -0.20331720
## [1476,] 0.303940420 -0.163347866 -0.730406057 -0.148682818 0.06393674
## [1477,] 0.186774266 -0.164636807 -0.760779268 -0.148682818 0.01939441
## [1478,] 0.186774266 -0.196959472 -0.786090278 -0.142544007 0.01939441
## [1479,] 0.225829651 -0.202016085 -0.816463490 -0.142544007 0.06393674
## [1480,] 0.147718881 -0.208659087 -0.846836702 -0.142544007 -0.02514791
## [1481,] -0.047558043 -0.178418557 -1.783344064 -0.136405196 -0.24785953
## [1482,] -2.156548821 -0.202016085 -1.808655074 -0.136405196 -3.36582219
## [1483,] -2.781434977 -0.220557000 1.856379144 -0.271459034 -0.06969023
## [1484,] 0.108663496 -0.220557000 1.831068134 -0.271459034 0.01939441
## [1485,] -0.086613428 -0.220557000 1.805757124 -0.271459034 -0.20331720
## [1486,] 0.108663496 -0.220557000 1.780446114 -0.271459034 0.01939441
## [1487,] 0.108663496 -0.220557000 1.750072903 -0.271459034 0.01939441
## [1488,] 0.186774266 -0.220557000 1.719699691 -0.271459034 0.10847906
## [1489,] 0.186774266 -0.220557000 1.689326479 -0.271459034 0.19756371
## [1490,] 0.303940420 -0.220557000 -1.535296168 -0.271459034 0.19756371
## [1491,] 0.382051190 -0.220557000 -1.570731582 -0.271459034 0.24210603
## [1492,] 0.382051190 -0.220557000 1.583020238 -0.271459034 -3.32127987
## [1493,] -2.742379593 -0.220557000 1.542522622 -0.271459034 0.33119068
## [1494,] 0.225829651 -0.220557000 1.502025007 -0.271459034 0.33119068
## [1495,] 0.342995805 -0.220557000 1.461527391 -0.271459034 0.06393674
## [1496,] 0.460161959 -0.220160403 1.421029775 -0.271459034 0.33119068
## [1497,] 0.538272729 -0.220557000 1.385594362 -0.271459034 0.33119068
## [1498,] 0.499217344 -0.220557000 0.398464980 -0.271459034 0.46481765
## [1499,] 0.499217344 -0.220557000 0.347842960 -0.271459034 0.46481765
## [1500,] 0.499217344 -0.220557000 0.297220941 -0.271459034 0.33119068
## [1501,] -2.742379593 -0.220557000 0.246598921 -0.271459034 0.33119068
## [1502,] -2.742379593 -0.220557000 0.195976902 -0.271459034 0.33119068
## [1503,] -2.742379593 -0.220557000 0.150417084 -0.271459034 -3.32127987
## [1504,] -2.742379593 -0.220557000 -1.717535438 -0.271459034 0.33119068
## [1505,] 0.382051190 -0.220557000 0.059297449 -0.271459034 -3.32127987
## [1506,] 0.382051190 -0.220557000 0.013737631 -0.271459034 0.24210603
## [1507,] 0.616383498 -0.220557000 -0.026759985 -0.271459034 0.50935998
## [1508,] 0.577328114 -0.220557000 -0.067257600 -0.271459034 0.46481765
## [1509,] -0.125668812 -0.220557000 -0.107755216 -0.265320224 0.33119068
## [1510,] -2.898601132 -0.220557000 -0.148252831 -0.265320224 0.55390230
## [1511,] 0.733549653 -0.219069761 -1.616291399 -0.253042602 0.64298695
## [1512,] 0.733549653 -0.218970612 1.071737840 -0.253042602 0.64298695
## [1513,] 0.694494268 -0.215797835 1.021115821 -0.253042602 0.59844462
## [1514,] 0.733549653 -0.219466358 0.975556003 -0.253042602 0.64298695
## [1515,] 0.733549653 -0.220457851 0.929996185 -0.253042602 0.64298695
## [1516,] 0.772605038 -0.220457851 0.884436368 -0.253042602 0.68752927
## [1517,] 0.772605038 -0.220358702 0.838876550 -0.253042602 0.68752927
## [1518,] 0.733549653 -0.220160403 0.798378935 -0.246903791 0.64298695
## [1519,] 0.772605038 -0.220259552 0.757881319 -0.246903791 0.68752927
## [1520,] 0.694494268 -0.219069761 0.712321501 -0.246903791 0.64298695
## [1521,] 0.655438883 -0.220457851 0.671823886 -0.246903791 0.59844462
## [1522,] 0.499217344 -0.218375716 -1.646664611 -0.246903791 0.50935998
## [1523,] 0.538272729 -0.210840371 0.585766452 -0.240764980 0.55390230
## [1524,] 0.577328114 -0.197653517 0.545268837 -0.240764980 0.64298695
## [1525,] 0.577328114 -0.215896984 0.504771221 -0.240764980 0.59844462
## [1526,] 0.655438883 -0.164537658 1.375469958 -0.154821628 0.55390230
## [1527,] 0.694494268 0.513643412 1.334972342 -0.148682818 0.64298695
## [1528,] 0.694494268 -0.185953902 1.294474726 -0.136405196 0.59844462
## [1529,] 0.655438883 -0.209551430 1.248914909 -0.130266385 0.59844462
## [1530,] 0.655438883 -0.219862955 1.203355091 -0.117988763 0.59844462
## [1531,] 0.577328114 -0.220160403 1.162857475 -0.105711142 0.55390230
## [1532,] 0.499217344 -0.220557000 -1.616291399 -0.093433520 0.55390230
## [1533,] 0.655438883 -0.220259552 1.071737840 -0.081155898 0.55390230
## [1534,] 0.108663496 -0.217185925 1.031240225 -0.062739466 -3.32127987
## [1535,] 0.225829651 0.394168531 0.985680407 -0.050461844 -3.32127987
## [1536,] -0.086613428 0.664548615 0.945182791 -0.032045412 0.06393674
## [1537,] -0.438111891 0.358871387 0.899622974 -0.007490168 -0.64874044
## [1538,] -0.281890352 0.555087811 0.859125358 0.010926264 -0.24785953
## [1539,] -0.086613428 2.804388358 0.818627742 0.035481508 0.19756371
## [1540,] -0.320945736 1.390023891 0.778130127 0.060036751 0.06393674
## [1541,] 0.694494268 -0.220557000 0.484522413 -0.222348548 0.64298695
## [1542,] 0.733549653 -0.220557000 0.433900394 -0.222348548 0.64298695
## [1543,] 0.733549653 -0.220557000 0.393402778 -0.222348548 0.64298695
## [1544,] 0.694494268 -0.220557000 0.347842960 -0.222348548 0.59844462
## [1545,] 0.655438883 -0.220557000 0.307345345 -0.222348548 0.55390230
## [1546,] 0.694494268 -0.220557000 0.266847729 -0.222348548 0.59844462
## [1547,] 0.655438883 -0.220557000 0.231412315 -0.222348548 0.55390230
## [1548,] 0.733549653 -0.214707193 0.195976902 -0.222348548 0.64298695
## [1549,] 0.733549653 -0.215797835 0.160541488 -0.222348548 0.64298695
## [1550,] 0.772605038 -0.220557000 -1.692224428 -0.222348548 0.68752927
## [1551,] 0.655438883 -0.220457851 -1.727659842 -0.222348548 0.64298695
## [1552,] 0.694494268 -0.220457851 0.064359651 -0.222348548 -0.78236741
## [1553,] 0.655438883 -0.219466358 0.028924237 -0.222348548 0.68752927
## [1554,] -0.047558043 -0.189424127 -1.013889366 0.324005617 -0.06969023
## [1555,] -0.047558043 0.560541021 -1.039200376 0.360838482 -0.06969023
## [1556,] -0.047558043 -0.019581411 -1.059449184 0.397671347 -0.06969023
## [1557,] 0.108663496 0.107825412 -1.084760194 0.428365402 -0.06969023
## [1558,] -2.781434977 -0.090373997 -1.105009001 0.459059456 -0.20331720
## [1559,] -0.008502658 -0.061819004 -1.125257809 0.489753510 -0.24785953
## [1560,] -0.320945736 -0.089779101 -1.140444415 0.526586375 -0.64874044
## [1561,] -0.242834967 0.153830678 -1.160693223 0.569558051 -3.41036452
## [1562,] -0.594333430 0.348163265 -1.180942031 0.618668538 -0.96053671
## [1563,] -0.594333430 -0.218375716 -1.196128637 0.680056646 -1.09416368
## [1564,] -0.672444199 -0.206576952 -1.211315243 0.735305944 -1.13870600
## [1565,] -1.375441125 2.697307136 -1.226501848 0.790555241 -1.18324833
## [1566,] -1.961271897 4.724116701 -1.241688454 0.839665728 -1.18324833
## [1567,] -2.234659590 -0.220557000 -1.590980389 -0.240764980 -1.71775621
## [1568,] -1.297330356 -0.220557000 -1.621353601 -0.240764980 -0.51511347
## [1569,] -1.297330356 1.043199712 1.086924446 -0.240764980 -0.51511347
## [1570,] -2.273714975 -0.088391011 1.056551234 -0.240764980 -1.31687530
## [1571,] -1.219219586 -0.216690178 1.031240225 -0.234626169 -1.18324833
## [1572,] -0.516222660 -0.220557000 1.005929215 -0.234626169 -0.42602882
## [1573,] 0.186774266 -0.215797835 0.985680407 -0.234626169 0.33119068
## [1574,] 0.499217344 -0.120911975 0.965431599 -0.234626169 0.64298695
## [1575,] 0.655438883 4.015496803 0.945182791 -0.234626169 0.68752927
## [1576,] 0.694494268 0.016608075 0.924933983 -0.234626169 0.50935998
## [1577,] 0.733549653 -0.206081206 0.909747378 -0.234626169 0.68752927
## [1578,] -0.086613428 -0.179806647 0.889498570 -0.234626169 0.68752927
## [1579,] -1.219219586 0.531688581 0.874311964 -0.228487359 0.68752927
## [1580,] -2.820490362 1.462006267 0.859125358 -0.228487359 0.68752927
## [1581,] -2.937656516 -0.139552039 0.843938752 -0.222348548 0.68752927
## [1582,] 0.616383498 -0.220557000 1.279288120 -0.271459034 0.50935998
## [1583,] 0.577328114 -0.220557000 1.253977111 -0.271459034 0.46481765
## [1584,] 0.616383498 -0.220557000 1.223603899 -0.271459034 0.50935998
## [1585,] 0.616383498 -0.220557000 1.198292889 -0.265320224 0.50935998
## [1586,] 0.616383498 -0.220557000 1.167919677 -0.265320224 0.50935998
## [1587,] 0.616383498 -0.220557000 -1.590980389 -0.265320224 0.50935998
## [1588,] 0.577328114 -0.220557000 -1.621353601 -0.265320224 0.46481765
## [1589,] 0.577328114 -0.220557000 1.081862244 -0.265320224 0.46481765
## [1590,] 0.616383498 -0.220557000 1.051489032 -0.265320224 0.50935998
## [1591,] 0.655438883 -0.220557000 1.021115821 -0.265320224 0.55390230
## [1592,] 0.577328114 -0.220557000 0.990742609 -0.265320224 0.50935998
## [1593,] 0.460161959 -0.220557000 0.955307195 -0.265320224 0.33119068
## [1594,] 0.616383498 -0.220557000 0.919871782 -0.265320224 0.42027533
## [1595,] 0.577328114 -0.220557000 0.889498570 -0.265320224 0.46481765
## [1596,] 0.499217344 -0.220557000 0.854063156 -0.265320224 0.37573300
## [1597,] 0.772605038 -0.219763806 0.292158739 -0.160960439 0.68752927
## [1598,] 0.772605038 -0.220557000 0.246598921 -0.154821628 0.68752927
## [1599,] 0.772605038 -0.220557000 0.206101306 -0.142544007 0.68752927
## [1600,] 0.772605038 -0.173361943 0.165603690 -0.136405196 0.68752927
## [1601,] 0.772605038 -0.208956535 -1.692224428 -0.130266385 0.68752927
## [1602,] 0.733549653 -0.220557000 -1.727659842 -0.124127574 0.68752927
## [1603,] 0.460161959 -0.220358702 0.059297449 -0.117988763 0.64298695
## [1604,] 0.772605038 -0.134991172 0.028924237 -0.111849953 0.64298695
## [1605,] 0.733549653 -0.138957144 -0.001448975 -0.105711142 0.46481765
## [1606,] 0.772605038 -0.147483982 -0.031822186 -0.099572331 0.68752927
## [1607,] 0.772605038 -0.213120804 -0.057133196 -0.093433520 0.68752927
## [1608,] 0.772605038 -0.212129312 -0.087506408 -0.087294709 0.68752927
## [1609,] -0.672444199 -0.218078268 -0.112817418 -0.075017088 0.68752927
## [1610,] -0.594333430 -0.219565508 0.727508107 -0.271459034 -0.82690974
## [1611,] -0.594333430 -0.220557000 0.687010491 -0.271459034 -0.82690974
## [1612,] -0.594333430 -0.220557000 -1.636540207 -0.271459034 -0.82690974
## [1613,] -0.633388815 -0.220557000 0.595890856 -0.271459034 -0.82690974
## [1614,] -0.672444199 -0.220557000 0.555393241 -0.271459034 -0.78236741
## [1615,] -0.672444199 -0.220557000 0.509833423 -0.271459034 -0.78236741
## [1616,] -0.711499584 -0.220557000 0.469335807 -0.271459034 -0.78236741
## [1617,] -2.859545747 -0.220557000 0.428838192 -0.271459034 -0.73782509
## [1618,] -0.789610354 -0.220557000 0.383278374 -0.271459034 -0.73782509
## [1619,] -0.711499584 -0.220259552 0.342780758 -0.271459034 -0.73782509
## [1620,] -0.633388815 -0.220557000 0.302283143 -0.271459034 -0.73782509
## [1621,] -0.594333430 -0.204197369 0.261785527 -0.271459034 -0.73782509
## [1622,] -0.516222660 -0.210542923 0.226350113 -0.271459034 -0.73782509
## [1623,] -0.438111891 -0.219862955 0.190914700 -0.271459034 -0.73782509
## [1624,] -2.820490362 -0.219664657 0.150417084 -0.271459034 -0.73782509
## [1625,] 0.264885035 -0.219664657 -0.775965874 -0.019767790 -0.24785953
## [1626,] -0.008502658 -0.217086776 -0.801276884 -0.013628979 -0.42602882
## [1627,] -0.047558043 -0.131719246 -0.831650096 -0.007490168 -3.41036452
## [1628,] 0.069608112 1.091584560 -0.856961106 -0.001351357 -0.02514791
## [1629,] 0.147718881 1.341440744 -1.793468468 0.004787453 -3.36582219
## [1630,] 0.577328114 -0.217979119 -1.818779477 0.017065075 0.42027533
## [1631,] 0.303940420 -0.206676101 -0.932894135 0.029342697 -3.32127987
## [1632,] -2.781434977 -0.167512136 -0.958205145 0.041620319 -0.29240185
## [1633,] 0.069608112 -0.175047481 -0.978453952 0.047759129 -0.02514791
## [1634,] 0.108663496 -0.216095283 -0.998702760 0.066175562 0.01939441
## [1635,] 0.460161959 -0.220557000 -0.345678708 -0.062739466 0.37573300
## [1636,] 0.616383498 -0.220557000 -1.737784246 -0.050461844 0.50935998
## [1637,] 0.694494268 -0.220557000 -1.763095256 -0.032045412 0.50935998
## [1638,] 0.577328114 -0.220557000 -0.416549535 -0.013628979 0.42027533
## [1639,] -2.742379593 0.740794411 -0.441860545 -0.001351357 0.24210603
## [1640,] -0.242834967 -0.135982665 -0.462109353 0.004787453 -0.64874044
## [1641,] -0.164724197 -0.220557000 -0.482358161 0.010926264 -0.38148650
## [1642,] -0.281890352 -0.196562875 -0.502606969 0.010926264 -0.47057115
## [1643,] -0.438111891 -0.199537353 -0.517793574 0.004787453 -0.55965579
## [1644,] -0.555278045 -0.178914303 -0.538042382 -0.007490168 -0.64874044
## [1645,] -0.438111891 -0.217483373 -0.558291190 -0.013628979 -0.73782509
## [1646,] -2.820490362 -0.121606020 -0.578539998 -0.019767790 -3.41036452
## [1647,] -0.242834967 -0.190415619 -0.598788806 -0.025906601 -0.47057115
## [1648,] -0.125668812 -0.168107032 -0.619037614 -0.032045412 -0.33694418
## [1649,] -0.008502658 -0.073518619 -0.639286421 -0.032045412 -0.24785953
## Total expenditure Diphtheria HIV/AIDS GDP Population
## [1,] 0.958549697 -0.887672015 -0.312293880 -0.4341073577 0.2708311321
## [2,] 0.967247673 -1.026694824 -0.312293880 -0.4316293556 -0.2033205209
## [3,] 0.945502732 -0.934012952 -0.312293880 -0.4299694891 0.2423781828
## [4,] 1.115113271 -0.794990143 -0.312293880 -0.4266395522 -0.1555010888
## [5,] 0.832429040 -0.748649207 -0.312293880 -0.4794826201 -0.1656963058
## [6,] 1.410844467 -0.841331079 -0.312293880 -0.4368025946 -0.1670507121
## [7,] 1.506522207 -0.980353888 -0.312293880 -0.4461644435 -0.2039343551
## [8,] 1.032482496 -0.934012952 -0.312293880 -0.4524848350 -0.1692325903
## [9,] 0.336644388 -0.980353888 -0.312293880 -0.4527920283 0.1697856843
## [10,] 0.641073560 -1.212058569 -0.312293880 -0.4612682284 -0.1712207427
## [11,] 1.193395058 -1.212058569 -0.312293880 -0.4828150908 -0.2043109213
## [12,] 1.232535952 -3.668128191 -0.312293880 -0.4659234116 0.1343357971
## [13,] 1.245582916 -1.999854486 -0.312293880 -0.4677021661 -0.1744068447
## [14,] 0.784590170 -2.231559167 -0.312293880 -0.4686504659 0.1039775221
## [15,] 0.801986122 -2.370581976 -0.312293880 -0.4747806143 -0.1658685444
## [16,] 0.975945649 -2.787650402 -0.312293880 -0.4750365402 -0.2038005920
## [17,] 0.019168251 0.687919817 -0.312293880 -0.1404512100 -0.2075599097
## [18,] -0.033019607 0.641578881 -0.312293880 -0.0862911048 -0.2038693115
## [19,] -0.128697347 0.687919817 -0.312293880 -0.1003240474 -0.2038596890
## [20,] -0.159140264 0.687919817 -0.312293880 -0.1148857600 -0.2079279462
## [21,] -0.106952406 0.687919817 -0.312293880 -0.0983672910 -0.2037801692
## [22,] -0.267864968 0.687919817 -0.312293880 -0.4419411988 -0.2038351504
## [23,] -0.072160501 0.641578881 -0.312293880 -0.1265169030 -0.1664212520
## [24,] -0.037368595 0.687919817 -0.312293880 -0.4468923734 -0.1661403141
## [25,] 0.062658133 0.641578881 -0.312293880 -0.4533757687 -0.2075479313
## [26,] -0.041717583 0.595237945 -0.312293880 -0.4819580626 -0.1654983506
## [27,] 0.071356109 0.641578881 -0.312293880 -0.4606949260 -0.2035489471
## [28,] 0.184429802 0.595237945 -0.312293880 -0.2744397929 -0.2033296466
## [29,] 0.136590932 0.595237945 -0.312293880 -0.4684905127 -0.2031497299
## [30,] 0.149637896 0.641578881 -0.312293880 -0.3583500264 -0.2079198566
## [31,] 0.019168251 0.595237945 -0.312293880 -0.3693878871 -0.2074563054
## [32,] 0.132241944 0.595237945 -0.312293880 -0.3825619656 -0.2074172196
## [33,] 0.545395820 0.502556072 -0.312293880 -0.4372798766 0.3471409387
## [34,] 0.506254927 0.502556072 -0.312293880 -0.0082054671 0.3361453856
## [35,] 0.080054086 0.502556072 -0.312293880 -0.0001051096 0.3251787281
## [36,] -0.289609909 0.502556072 -0.312293880 -0.0116574374 0.3145871182
## [37,] -0.363542708 0.502556072 -0.312293880 -0.0960828519 0.3046251954
## [38,] -0.259166992 0.502556072 -0.312293880 -0.1478925957 -0.1576353658
## [39,] -0.763649620 0.409874200 -0.312293880 -0.4418631191 -0.1584849353
## [40,] -0.928911171 0.502556072 -0.312293880 -0.1421107301 -0.2074818090
## [41,] -1.128964627 0.502556072 -0.312293880 -0.1831153953 0.2714189942
## [42,] -1.181152485 0.178169518 -0.312293880 -0.4823072223 0.2644721412
## [43,] -1.050682840 0.085487646 -0.312293880 -0.2585461320 -0.1613733523
## [44,] -1.150709568 -0.934012952 0.002674076 -0.4432523458 -0.1697572113
## [45,] -0.737555691 -0.331580780 0.052405859 -0.4427901037 -0.1710718789
## [46,] -1.155058556 -0.424262653 0.102137641 -0.0843316767 -0.2042851337
## [47,] -1.120266651 -0.609626398 0.085560380 -0.1103968302 0.1357491585
## [48,] -1.115917662 -0.331580780 0.085560380 -0.1774585911 0.1236936765
## [49,] -0.689716821 -3.621787254 0.085560380 -0.1932908978 0.1120618369
## [50,] -0.920213195 -0.702308270 0.102137641 -0.1479145850 -0.1770879112
## [51,] -1.120266651 -0.516944525 0.102137641 -0.2341598232 -0.1654254018
## [52,] -0.507059318 0.456215136 -0.312293880 0.5820218453 0.4020398942
## [53,] -0.420079555 0.456215136 -0.312293880 0.6457536627 0.3957726854
## [54,] -0.328750803 0.317192327 -0.312293880 0.6451554333 -0.1469887747
## [55,] -0.028670619 0.317192327 -0.312293880 0.6239991321 0.3832401695
## [56,] 0.258362601 0.456215136 -0.312293880 -0.3738065723 0.3770950150
## [57,] 0.728053324 0.456215136 -0.312293880 0.2261554864 -0.2011581004
## [58,] 0.306201471 0.409874200 -0.312293880 0.2951687757 -0.1457731982
## [59,] 0.232268672 0.317192327 -0.312293880 0.1418264133 -0.1512396025
## [60,] 0.314899447 0.317192327 -0.312293880 0.0272509677 -0.1518262441
## [61,] 0.388832246 0.641578881 -0.312293880 -0.4347500420 0.3475975783
## [62,] 0.384483258 0.641578881 -0.312293880 -0.1145406918 0.3416823118
## [63,] 0.984643626 0.548897008 -0.312293880 -0.4559637356 -0.1534797972
## [64,] 1.023784519 0.409874200 -0.312293880 -0.2602705399 -0.1541956887
## [65,] -0.641877951 0.409874200 -0.312293880 -0.1369234235 -0.2075492796
## [66,] -0.611435034 0.502556072 -0.312293880 -0.1500919890 -0.2038629959
## [67,] -0.641877951 0.502556072 -0.312293880 -0.1639247264 -0.1670683816
## [68,] -0.976750041 0.502556072 -0.312293880 -0.1776813778 -0.1671583754
## [69,] -0.607086046 0.456215136 -0.312293880 -0.2045722085 -0.1671338226
## [70,] -0.611435034 0.409874200 -0.312293880 -0.2241392248 -0.1669738320
## [71,] -0.937609147 0.224510455 -0.312293880 -0.4814229699 -0.2075464411
## [72,] -0.715810750 0.178169518 -0.312293880 -0.2114992778 -0.2038062690
## [73,] -0.598388070 0.131828582 -0.312293880 -0.2969468932 -0.2075498047
## [74,] -0.307005862 -3.482764446 -0.312293880 -0.3417835159 -0.1656585541
## [75,] -0.198281158 0.317192327 -0.312293880 -0.3811526697 -0.2079184231
## [76,] -0.172187229 0.456215136 -0.312293880 -0.4769007811 -0.2075185673
## [77,] -0.241771039 0.456215136 -0.312293880 -0.4167664531 -0.2032308961
## [78,] -0.006925678 0.456215136 -0.312293880 -0.4245067244 -0.2074636570
## [79,] 0.127892955 0.409874200 -0.312293880 -0.4307539355 -0.2027243562
## [80,] 1.506522207 0.363533263 -0.312293880 4.9363151242 -0.1746645356
## [81,] 1.480428278 0.317192327 -0.312293880 5.4223464894 0.1201203499
## [82,] 1.480428278 0.363533263 -0.312293880 5.4123512969 0.1145981128
## [83,] 1.410844467 0.363533263 -0.312293880 4.9389674478 -0.2047987698
## [84,] 1.410844467 0.363533263 -0.312293880 4.0353101404 -0.2048023037
## [85,] 1.541314112 0.363533263 -0.312293880 3.2395687234 -0.2048911196
## [86,] 1.228186964 0.363533263 -0.312293880 3.8427184850 -0.2049539208
## [87,] 1.119462259 0.363533263 -0.312293880 -0.0500221326 -0.2075683825
## [88,] 1.102066307 0.363533263 -0.312293880 2.6622967794 -0.2075867900
## [89,] 1.084670354 0.363533263 -0.312293880 -0.1872896274 -0.2076298071
## [90,] 1.136858212 0.363533263 -0.312293880 -0.1824390327 -0.2076677575
## [91,] 1.028133508 0.409874200 -0.312293880 1.5597341838 -0.2051460571
## [92,] 1.058576425 0.363533263 -0.312293880 -0.4604618551 -0.2051806865
## [93,] 0.967247673 0.363533263 -0.312293880 1.2157486254 -0.2076941695
## [94,] 2.284991090 0.641578881 -0.312293880 3.9871912108 -0.0867444900
## [95,] 2.254548173 0.502556072 -0.312293880 -0.4366817867 -0.0876272554
## [96,] 2.267595137 0.363533263 -0.312293880 3.7267264795 -0.0883281314
## [97,] -1.746520948 0.224510455 -0.312293880 3.9701207781 -0.0888723805
## [98,] 2.267595137 0.085487646 -0.312293880 3.5806861940 -0.1960999822
## [99,] 2.276293114 -0.053535163 -0.312293880 3.6675254135 -0.0895581558
## [100,] -1.894386546 -0.053535163 -0.312293880 3.9927451699 -0.0898679327
## [101,] -1.981366309 0.039146710 -0.312293880 3.5745013632 -0.0902370620
## [102,] -2.003111250 -0.053535163 -0.312293880 -0.4463299806 -0.0906180704
## [103,] -1.924829463 0.085487646 -0.312293880 2.8473926210 -0.0911972894
## [104,] -1.911782498 -0.053535163 -0.312293880 2.7124141893 -0.0919901178
## [105,] -1.946574404 -0.007194227 -0.312293880 -0.2050467818 -0.0927074428
## [106,] -2.037903155 -0.053535163 -0.312293880 1.8112168615 -0.1954526256
## [107,] -2.103137978 -0.007194227 -0.312293880 1.6489951507 -0.1960155518
## [108,] -1.894386546 -0.146217035 -0.312293880 1.6513942584 -0.1964516407
## [109,] 0.193127778 0.456215136 -0.312293880 0.2026218306 -0.1944361396
## [110,] -0.180885205 0.409874200 -0.312293880 0.2012674424 -0.1946050004
## [111,] -0.254818004 0.224510455 -0.312293880 0.1682050054 -0.0760404765
## [112,] -0.372240685 0.131828582 -0.312293880 0.1414842693 -0.1949498609
## [113,] -0.272213957 -0.146217035 -0.312293880 0.0241223739 -0.1944254528
## [114,] -0.046066572 -0.146217035 -0.312293880 -0.4418596401 -0.0809870995
## [115,] -0.689716821 -0.146217035 -0.312293880 0.0007499467 -0.2067259518
## [116,] -0.372240685 -0.238898908 -0.312293880 -0.1494082382 -0.2067517961
## [117,] 0.093101050 -0.285239844 -0.312293880 -0.2694493761 -0.1959280984
## [118,] 0.828080052 -0.424262653 -0.312293880 -0.3474767074 -0.1960596616
## [119,] 0.854173981 -0.331580780 -0.312293880 -0.4723651767 -0.2078509668
## [120,] 0.262711589 -0.331580780 -0.312293880 -0.4080192266 -0.2068010720
## [121,] -0.646226940 -0.377921717 -0.312293880 -0.4184676808 -0.1963717519
## [122,] -1.363809988 0.595237945 -0.312293880 -0.4689363276 0.0183316193
## [123,] -1.337716059 0.548897008 -0.312293880 -0.4020723766 2.0283404507
## [124,] -0.937609147 0.456215136 -0.312293880 -0.4103982243 0.0130445924
## [125,] -1.215944390 0.548897008 -0.312293880 -0.4121892398 1.9764052311
## [126,] -1.024588911 0.456215136 -0.312293880 -0.4189963385 0.0079659804
## [127,] -1.324669095 0.595237945 -0.312293880 -0.4256665245 -0.1860356898
## [128,] -1.350763024 0.548897008 -0.312293880 -0.4313608776 0.0032952997
## [129,] -1.372507965 0.456215136 -0.312293880 -0.4378201580 1.8802842095
## [130,] -1.372507965 0.456215136 -0.312293880 -0.4419276201 -0.1873384642
## [131,] -1.424695823 0.409874200 -0.312293880 -0.4428303108 -0.0044069423
## [132,] -1.450789752 0.687919817 -0.312293880 -0.4809447550 -0.0073252059
## [133,] -1.498628622 0.131828582 -0.312293880 -0.4473107065 -0.2059942357
## [134,] -0.115650382 0.595237945 -0.312293880 0.2398415269 -0.0735039167
## [135,] 0.323597423 0.641578881 -0.312293880 0.2102487414 -0.0736247506
## [136,] -0.372240685 0.641578881 -0.312293880 -0.4245233857 -0.0736460675
## [137,] -0.450522472 0.641578881 -0.312293880 0.0831033412 -0.0735229203
## [138,] -0.176536217 0.641578881 -0.312293880 -0.4794955568 -0.1944928523
## [139,] 0.410577187 0.548897008 -0.312293880 -0.0339719964 -0.1943909227
## [140,] -0.002576690 0.595237945 -0.312293880 0.0705958799 -0.0727449939
## [141,] 0.210523731 0.502556072 -0.312293880 -0.0723731517 -0.1943882546
## [142,] 0.167033849 0.687919817 -0.312293880 -0.1496889920 -0.1942751272
## [143,] 0.406228199 0.687919817 -0.312293880 -0.2125597288 -0.0708158250
## [144,] 0.275758553 0.687919817 -0.312293880 -0.2777727746 -0.1941584375
## [145,] 0.275758553 -3.668128191 -0.312293880 -0.3264673101 -0.0689305957
## [146,] 0.223570695 0.687919817 -0.312293880 -0.3561070333 -0.0679541748
## [147,] 0.288805518 0.687919817 -0.312293880 -0.3765855974 -0.0670600413
## [148,] 0.075705097 0.687919817 -0.312293880 -0.3738045385 -0.1938062538
## [149,] -1.898735534 0.687919817 -0.312293880 3.6488087667 -0.2063665584
## [150,] -1.907433510 0.687919817 -0.312293880 -0.0797014097 -0.0492590053
## [151,] -1.920480475 0.687919817 -0.312293880 -0.0951088957 -0.0500334971
## [152,] -1.972668333 0.641578881 -0.312293880 -0.0691237924 -0.1916804780
## [153,] -2.081393037 0.641578881 -0.312293880 -0.0982750342 -0.1810668274
## [154,] -1.985715297 0.641578881 -0.312293880 -0.0938898366 -0.1824731919
## [155,] 1.584803994 0.687919817 -0.312293880 3.7346575820 -0.2054154425
## [156,] 1.432589408 0.641578881 -0.312293880 -0.0977875866 -0.2077389606
## [157,] 1.397797502 0.641578881 -0.312293880 2.9005419246 -0.1860004927
## [158,] 1.428240420 0.595237945 -0.312293880 2.7362778268 -0.1869846059
## [159,] 1.463032325 0.502556072 -0.312293880 2.6162375723 -0.1878003833
## [160,] 1.454334349 0.502556072 -0.312293880 -0.1587740341 -0.1884390967
## [161,] 1.089019342 0.502556072 -0.312293880 -0.2626111291 -0.1890543076
## [162,] 1.015086543 0.502556072 -0.312293880 1.5297740730 -0.2061437382
## [163,] 0.941153744 0.502556072 -0.312293880 -0.2822064286 -0.2061938656
## [164,] -0.072160501 0.502556072 -0.295716619 -0.0622006303 -0.2029783145
## [165,] -0.072160501 0.502556072 -0.295716619 -0.0764640189 -0.2030849417
## [166,] -0.220026098 0.641578881 -0.312293880 -0.0777623888 -0.2074918147
## [167,] -0.150442288 0.502556072 -0.245984836 -0.0914773679 -0.2032976712
## [168,] -0.046066572 0.548897008 -0.295716619 -0.1064735754 -0.2075131458
## [169,] -0.063462524 0.595237945 -0.279139358 -0.1139120472 -0.2035142893
## [170,] -0.024321631 0.456215136 -0.312293880 -0.4460481422 -0.2074564189
## [171,] -0.520106283 0.548897008 -0.229407576 -0.1081532121 -0.2075460863
## [172,] -0.676669857 0.641578881 -0.229407576 -0.1201346799 -0.2075475055
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## [394,] 1.641340840 0.039146710 -0.312293880 0.3154928560 -0.2073101098
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## [409,] 0.801986122 0.548897008 -0.312293880 0.7819127242 -0.2018865238
## [410,] 0.997690590 0.595237945 -0.312293880 -0.3668806790 -0.1452709018
## [411,] 0.967247673 0.548897008 -0.312293880 0.7486220850 -0.2016827781
## [412,] 0.758496241 0.548897008 -0.312293880 0.8999584876 -0.2016759658
## [413,] 0.645422548 0.548897008 -0.312293880 0.6954283979 -0.2079067286
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## [416,] 0.645422548 0.687919817 -0.312293880 2.0377594293 -0.2063579720
## [417,] 0.688912430 0.687919817 -0.312293880 2.3238096586 -0.1920056110
## [418,] 0.554093797 0.687919817 -0.312293880 -0.1522815560 -0.2063905435
## [419,] 0.628026596 0.687919817 -0.312293880 -0.2047957862 -0.2076875984
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## [422,] 0.140939920 0.595237945 -0.312293880 1.8825504276 -0.2077630593
## [423,] 0.180080814 0.641578881 -0.312293880 1.7217346414 -0.2061579164
## [424,] 0.201825754 0.641578881 -0.312293880 1.6004373692 -0.2079534925
## [425,] 0.380134270 0.641578881 -0.312293880 -0.2851674338 -0.1938686719
## [426,] 0.071356109 0.641578881 -0.312293880 0.9416481080 -0.1941042227
## [427,] -0.076509489 0.595237945 -0.312293880 -0.3488273265 -0.2066032162
## [428,] -0.080858477 0.595237945 -0.312293880 0.7935630861 -0.1945822217
## [429,] -1.907433510 -0.285239844 0.019251337 -0.4697772481 -0.1950239166
## [430,] 1.384750538 -0.099876099 0.019251337 -0.3436239312 -0.1952435578
## [431,] 1.302119763 -0.146217035 -0.013903185 -0.3511598215 -0.1954635821
## [432,] 1.197744046 0.131828582 0.118714902 -0.4724723057 -0.1956799873
## [433,] 1.254280893 0.178169518 0.185023945 -0.3694729480 -0.1958899067
## [434,] 1.049878448 0.224510455 0.201601206 -0.3757765763 -0.2067820116
## [435,] 1.106415295 0.224510455 0.218178467 -0.3791650905 -0.1962903018
## [436,] 0.767194217 0.178169518 0.251332989 -0.4721586050 -0.2078427778
## [437,] -0.685367833 0.317192327 -0.279139358 0.0612292045 -0.2058998139
## [438,] -0.798441526 -0.053535163 -0.279139358 -0.4303345617 -0.1897850586
## [439,] -0.737555691 0.039146710 -0.262562097 0.0351035541 -0.2063305382
## [440,] -0.754951644 -0.007194227 -0.212830315 0.0168711048 -0.2077880946
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## [449,] -0.072160501 -0.099876099 0.068983119 -0.4816673246 -0.0826186260
## [450,] -0.159140264 -0.563285462 0.085560380 -0.2356135051 -0.0845368526
## [451,] -0.024321631 -0.285239844 0.085560380 -0.4604089991 -0.0864457832
## [452,] 1.393448514 -0.053535163 -0.312293880 0.0754785804 -0.1853596504
## [453,] 0.580187726 0.131828582 -0.312293880 -0.4262017739 0.0143047897
## [454,] 0.227919683 0.131828582 -0.312293880 -0.4351631424 0.0108719250
## [455,] -0.015623654 0.178169518 -0.312293880 -0.0298608493 0.0074329575
## [456,] -0.024321631 0.317192327 -0.312293880 -0.0791840525 -0.1867738208
## [457,] -0.163489252 0.456215136 -0.312293880 -0.1141928880 0.0005343301
## [458,] -0.128697347 0.548897008 -0.312293880 -0.1125035268 -0.0029245350
## [459,] -0.006925678 0.548897008 -0.295716619 -0.4536736094 -0.1877391290
## [460,] -0.041717583 0.548897008 -0.279139358 -0.4557590509 -0.1881465210
## [461,] -0.037368595 0.363533263 -0.279139358 -0.4569654046 -0.0130341720
## [462,] 0.114845991 0.178169518 -0.279139358 -0.4607459058 -0.1886730722
## [463,] 0.219221707 0.131828582 -0.279139358 -0.4637163841 -0.1891085792
## [464,] -0.580992117 0.178169518 -0.279139358 -0.2947102237 -0.2077748815
## [465,] -0.911515218 0.224510455 -0.279139358 -0.4681367266 -0.0255586267
## [466,] -1.120266651 0.131828582 -0.279139358 -0.3585543691 -0.0287399742
## [467,] 0.354040341 0.456215136 -0.295716619 -0.1374410721 -0.1188247253
## [468,] 0.432322128 0.363533263 -0.295716619 -0.1455543686 -0.1990884270
## [469,] 0.323597423 0.363533263 -0.279139358 -0.1514692183 -0.1196754585
## [470,] 0.371436293 0.224510455 -0.279139358 -0.1594162321 -0.1991809755
## [471,] 0.414926175 0.224510455 -0.279139358 -0.1822636499 -0.1204790306
## [472,] 0.380134270 0.317192327 -0.279139358 -0.1916668611 -0.1208671919
## [473,] 0.110497003 0.641578881 -0.279139358 -0.4538802325 -0.2071020922
## [474,] 0.158335873 0.687919817 -0.279139358 -0.4558416911 -0.1982695556
## [475,] 0.314899447 0.548897008 -0.295716619 -0.4533918966 -0.1986527071
## [476,] 0.536697844 0.224510455 -0.295716619 -0.2379552472 -0.1990432385
## [477,] 0.584536714 -3.482764446 -0.279139358 -0.2555993375 -0.2078735327
## [478,] 0.719355347 0.456215136 -0.279139358 -0.2654514651 -0.1232194495
## [479,] 0.845476004 -0.146217035 -0.262562097 -0.4633727492 -0.2071261908
## [480,] 0.975945649 0.363533263 -0.262562097 -0.2812206110 -0.1995115725
## [481,] 0.962898685 0.687919817 -0.262562097 -0.2899659506 -0.1246941646
## [482,] -0.937609147 -3.807150999 0.400528336 -0.4682364348 -0.1919404823
## [483,] -1.024588911 0.548897008 -0.212830315 -0.4342366441 -0.2016190402
## [484,] -1.181152485 -3.482764446 -0.179675793 -0.4430050711 -0.2073454488
## [485,] -1.155058556 0.363533263 -0.163098532 -0.4812064745 -0.2018480341
## [486,] -0.985448017 0.456215136 -0.146521271 -0.4565398959 -0.1478985482
## [487,] -1.159407544 0.317192327 -0.113366750 -0.4573673873 -0.1490240599
## [488,] -1.155058556 0.456215136 -0.096789489 -0.4590666741 -0.2013468447
## [489,] -1.298575166 0.548897008 -0.063634967 -0.4609026632 -0.2074062914
## [490,] -1.224642367 0.641578881 -0.030480446 -0.4599734756 -0.1532066792
## [491,] -1.068078792 0.409874200 -0.013903185 -0.4647336842 -0.1549148445
## [492,] -0.763649620 -3.482764446 -0.013903185 -0.4831222851 -0.1566693905
## [493,] 0.184429802 0.409874200 -0.312293880 1.2526619512 -0.1893131765
## [494,] 0.227919683 0.456215136 -0.312293880 -0.3168603116 -0.1892641844
## [495,] 0.175731825 0.456215136 -0.312293880 1.0331094025 -0.1891974944
## [496,] -0.054764548 0.409874200 -0.312293880 1.0359807433 -0.1891301800
## [497,] 0.127892955 0.456215136 -0.312293880 0.7905799302 -0.1890728996
## [498,] 0.423624151 0.502556072 -0.312293880 0.7982194250 -0.1890297548
## [499,] 0.280107542 0.502556072 -0.312293880 -0.3199298834 -0.2077798062
## [500,] -0.346146756 0.502556072 -0.312293880 0.9603098668 -0.2077785431
## [501,] -0.372240685 0.502556072 -0.312293880 0.6125344889 -0.2060582433
## [502,] -0.328750803 0.548897008 -0.312293880 -0.3683997441 -0.1887422174
## [503,] -0.359193720 0.456215136 -0.312293880 -0.4078605359 -0.2060359045
## [504,] -0.467918424 -0.331580780 -0.229407576 -0.4352486132 1.1738956329
## [505,] -0.333099791 -0.563285462 -0.179675793 -0.4804745808 1.1387120372
## [506,] -0.080858477 -0.702308270 -0.129944011 -0.4441886550 1.1040323983
## [507,] 0.258362601 -0.887672015 -0.096789489 -0.4540981953 -0.1945329742
## [508,] 0.393181234 -1.073035760 -0.047057706 -0.4552699059 -0.1955191878
## [509,] -0.672320869 -1.212058569 0.002674076 -0.4519275347 1.0042894127
## [510,] -0.728857715 -1.397422314 0.068983119 -0.4566656453 0.9726211110
## [511,] -0.550549200 -3.668128191 0.135292163 -0.4638159108 -0.2078540323
## [512,] -0.637528963 0.687919817 -0.312293880 -0.4374087466 -0.2067124406
## [513,] -0.737555691 0.687919817 -0.312293880 -0.0699154157 -0.1954844449
## [514,] -0.781045573 0.687919817 -0.312293880 -0.0888203397 -0.1955712880
## [515,] -0.589690093 0.687919817 -0.312293880 -0.1056919703 -0.2067379869
## [516,] -0.750602656 0.687919817 -0.312293880 -0.1667899758 -0.2067492131
## [517,] -0.737555691 0.687919817 -0.312293880 -0.1914054143 -0.1958782548
## [518,] -0.989797005 0.687919817 -0.312293880 -0.1209817168 -0.2067727866
## [519,] -0.963703076 0.687919817 -0.312293880 -0.4432949542 -0.1961217249
## [520,] -0.920213195 0.641578881 -0.312293880 -0.1582526909 -0.1962267626
## [521,] -1.020239923 0.548897008 -0.312293880 -0.1662086239 -0.1963061547
## [522,] -1.020239923 0.502556072 -0.312293880 -0.1945915641 -0.1963553029
## [523,] -1.133313615 0.456215136 -0.312293880 -0.2378948829 -0.1963797989
## [524,] -1.076776769 0.409874200 -0.312293880 -0.2881232751 -0.1963930972
## [525,] -1.163756532 0.317192327 -0.312293880 -0.4642023809 -0.1964140025
## [526,] -0.907166230 -3.482764446 -0.312293880 -0.4609571391 -0.1964565087
## [527,] 2.428507700 0.641578881 -0.312293880 3.2580634722 0.7334380155
## [528,] 2.437205676 0.687919817 -0.312293880 3.2231101905 -0.1143020710
## [529,] 2.385017818 0.687919817 -0.312293880 -0.0634187715 -0.1147828801
## [530,] 2.337178948 0.687919817 -0.312293880 -0.1032375565 0.7193991924
## [531,] 2.280642102 0.687919817 -0.312293880 -0.4437725185 -0.1153288180
## [532,] 2.315434007 0.641578881 -0.312293880 3.1426815461 -0.1987766632
## [533,] -1.907433510 0.641578881 -0.312293880 3.4722875597 -0.1166063159
## [534,] -1.959621368 0.641578881 -0.312293880 -0.4487184329 -0.1169081876
## [535,] -1.924829463 0.687919817 -0.312293880 2.6994443222 0.6949684460
## [536,] -1.894386546 0.641578881 -0.312293880 2.5543699530 0.6886951345
## [537,] -1.924829463 0.641578881 -0.312293880 2.4667965366 -0.1189140237
## [538,] -1.968319345 0.595237945 -0.312293880 2.1022446559 0.6754327618
## [539,] -2.059648096 0.595237945 -0.312293880 1.6303044225 -0.1201860858
## [540,] 1.710924651 0.595237945 -0.312293880 1.4779917645 0.6628377001
## [541,] 1.658736793 0.595237945 -0.312293880 1.4726173791 -0.1098649541
## [542,] -1.094172722 -3.575446318 0.135292163 0.3595475688 -0.1813488724
## [543,] -0.859327360 -0.238898908 0.284487510 0.3584652242 -0.1821783029
## [544,] -1.228991355 -0.099876099 0.483414640 0.3666944850 -0.1830362884
## [545,] -1.233340343 -0.424262653 0.665764509 -0.3354687691 -0.2055610846
## [546,] -1.107219686 -0.794990143 0.831537118 0.2778066606 -0.2077366331
## [547,] -1.098521710 -0.377921717 0.997309726 -0.4184743338 -0.1854498855
## [548,] -1.485581657 -0.099876099 1.146505073 -0.4680902789 -0.1861643720
## [549,] -1.346414036 -0.146217035 1.328854943 0.2428380515 -0.1868345074
## [550,] -1.337716059 -1.814490741 1.444895768 -0.4216013117 -0.1874639248
## [551,] -1.389903917 -1.814490741 1.478050290 0.1024113184 -0.2059383888
## [552,] 0.636724572 0.317192327 -0.312293880 -0.0990226802 -0.2079167910
## [553,] 0.562791773 0.409874200 -0.312293880 -0.1125537009 -0.2079160956
## [554,] 1.136858212 0.363533263 -0.312293880 -0.1240131665 -0.2079154002
## [555,] 1.489126254 0.456215136 -0.312293880 -0.1603708344 -0.2079146905
## [556,] -1.937876427 0.363533263 -0.312293880 -0.2266972107 -0.2079139667
## [557,] -2.072695061 0.178169518 -0.312293880 -0.4609175159 -0.2079132287
## [558,] 1.319515715 0.363533263 -0.312293880 -0.2083568838 -0.2079690757
## [559,] 0.962898685 0.641578881 -0.312293880 -0.2678572552 -0.2079628452
## [560,] 1.058576425 0.178169518 -0.312293880 -0.3218351231 -0.2079109863
## [561,] 1.149905176 -0.099876099 -0.312293880 -0.4716367885 -0.2079637394
## [562,] 1.119462259 -0.285239844 -0.312293880 -0.4739205294 -0.2079094394
## [563,] 1.102066307 -0.424262653 -0.312293880 -0.4041382000 -0.2079635691
## [564,] 1.202093035 -0.007194227 -0.312293880 -0.4171043007 -0.2079078498
## [565,] 0.810684099 0.131828582 -0.312293880 -0.4210613281 -0.2073471518
## [566,] 0.427973139 -3.529105382 -0.312293880 -0.4247191180 -0.2073426245
## [567,] 2.324131983 0.502556072 -0.312293880 -0.0673915770 -0.2066948563
## [568,] 2.263246149 0.502556072 -0.312293880 -0.0794813869 -0.1956994593
## [569,] -1.724776007 0.502556072 -0.312293880 -0.0959212755 -0.0883872852
## [570,] -1.750869936 0.502556072 -0.312293880 -0.0770923342 -0.0905280624
## [571,] 2.302387043 0.502556072 -0.312293880 3.1561380504 -0.0919088381
## [572,] 2.367621865 0.548897008 -0.312293880 3.1515384627 -0.1963427710
## [573,] -1.985715297 0.548897008 -0.312293880 3.4971693743 -0.1963149540
## [574,] -2.077044049 0.548897008 -0.312293880 3.1586879323 0.9595851349
## [575,] -2.007460238 0.548897008 -0.312293880 2.6910168368 0.9611474169
## [576,] -1.929178451 0.548897008 -0.312293880 2.5384150276 0.9624668957
## [577,] -1.994413274 0.548897008 -0.312293880 2.4921707335 -0.0908595536
## [578,] -1.885688569 0.595237945 -0.312293880 -0.1922358782 0.9633859085
## [579,] -1.981366309 0.409874200 -0.312293880 -0.2649785556 0.9627375868
## [580,] -2.090091013 0.409874200 -0.312293880 1.5790730852 0.9607709500
## [581,] -2.111835954 -3.482764446 -0.312293880 1.5818118516 -0.0912919667
## [582,] -1.041984863 0.641578881 -0.196253054 -0.3602160965 0.1746929944
## [583,] -0.576643129 -3.482764446 -0.179675793 -0.3269059116 0.1659460662
## [584,] -0.507059318 0.363533263 -0.179675793 -0.3429979040 -0.1714477639
## [585,] -0.498361342 0.317192327 -0.113366750 -0.3477769232 0.1485681474
## [586,] -0.272213957 0.456215136 -0.013903185 -0.3706337867 -0.1731811490
## [587,] -0.341797767 0.456215136 0.019251337 -0.4687446259 -0.1739955498
## [588,] -0.480965389 0.409874200 0.035828598 -0.3783246893 -0.1749033932
## [589,] -0.285260921 0.456215136 0.102137641 -0.4833037158 -0.2047450091
## [590,] -0.572294141 -0.007194227 0.151869424 -0.4045954280 0.1058722319
## [591,] -0.628830987 -0.007194227 0.185023945 -0.4416088883 -0.2049122378
## [592,] -0.868025336 -3.529105382 0.201601206 -0.4481424721 -0.1655836609
## [593,] -1.233340343 -3.529105382 0.234755728 -0.4524917680 -0.1732440496
## [594,] -0.981099029 -0.285239844 0.251332989 -0.4815785566 0.0748065098
## [595,] 1.236884940 0.687919817 -0.312293880 1.4036153721 -0.1811118598
## [596,] 1.436938396 0.687919817 -0.312293880 1.4211336319 -0.1800786836
## [597,] 1.428240420 0.687919817 -0.312293880 1.4531888456 -0.2063445034
## [598,] 1.658736793 0.687919817 -0.312293880 1.7733041796 -0.1921466264
## [599,] 1.402146491 0.687919817 -0.312293880 1.8605710119 -0.0501314954
## [600,] 1.654387805 0.687919817 -0.312293880 -0.2260440454 -0.2063841569
## [601,] 1.654387805 0.687919817 -0.312293880 2.3031962585 -0.1912533303
## [602,] 1.502173219 0.687919817 -0.312293880 2.0269690600 -0.1916701318
## [603,] 1.471730301 0.641578881 -0.312293880 -0.2688132561 -0.2063750029
## [604,] 1.480428278 0.548897008 -0.312293880 1.4801195270 -0.1797649896
## [605,] 1.019435531 0.502556072 -0.312293880 1.4281334750 -0.1802216008
## [606,] 1.154254165 0.456215136 -0.312293880 1.1251009848 -0.2076959577
## [607,] 1.202093035 0.363533263 -0.312293880 -0.3620385725 -0.2076968802
## [608,] 1.093368330 0.317192327 -0.312293880 0.6075468479 -0.1815416189
## [609,] 0.715006359 0.224510455 -0.312293880 -0.3767092875 -0.2077058782
## [610,] 0.106148015 -0.516944525 -0.262562097 -0.1636706577 0.0180233611
## [611,] 0.149637896 0.039146710 -0.262562097 -0.1841426756 0.0133775596
## [612,] 0.162684861 0.548897008 -0.262562097 -0.1974904342 -0.1862957224
## [613,] 0.140939920 0.178169518 -0.262562097 -0.2072331204 0.0041909092
## [614,] 0.297503494 0.456215136 -0.262562097 -0.2388054234 -0.1872003299
## [615,] 0.362738317 0.363533263 -0.262562097 -0.2553419238 -0.1876514912
## [616,] 0.301852482 0.502556072 -0.262562097 -0.2415331232 -0.2058924055
## [617,] 0.393181234 0.039146710 -0.262562097 -0.2680466037 -0.2060212722
## [618,] 0.758496241 0.224510455 -0.262562097 -0.2883838839 -0.2060682206
## [619,] 0.362738317 0.131828582 -0.262562097 -0.4608089520 -0.2059880337
## [620,] -0.137395323 -1.536445123 -0.245984836 -0.4360472337 -0.2062870527
## [621,] -0.202630146 -0.980353888 -0.163098532 -0.4802989314 -0.0442377730
## [622,] -0.246120028 -1.026694824 -0.013903185 -0.4804575908 -0.0478588995
## [623,] -0.533153247 -0.980353888 0.002674076 -0.4449969619 -0.2063586107
## [624,] -0.611435034 -0.934012952 0.035828598 -0.4467867879 -0.2054233335
## [625,] -0.915864206 -1.258399505 0.052405859 -0.4469664497 -0.1858789209
## [626,] -1.194199450 -3.621787254 0.052405859 -0.4469004706 -0.1891911646
## [627,] -0.937609147 -0.980353888 0.068983119 -0.4807095788 -0.2051776635
## [628,] -0.159140264 0.131828582 0.234755728 -0.4290213596 -0.1834772880
## [629,] 0.080054086 0.131828582 0.417105597 -0.4796543612 -0.1841052861
## [630,] 0.001772298 0.131828582 0.549723683 -0.4791153589 -0.1847206106
## [631,] -0.215677110 0.085487646 0.616032727 -0.4246579307 -0.1853164772
## [632,] 0.323597423 -0.053535163 0.649187248 -0.4376192209 -0.2057615234
## [633,] 0.371436293 -3.529105382 0.665764509 -0.4375960976 -0.1864335019
## [634,] -0.307005862 0.641578881 -0.279139358 -0.4812004828 -0.1971353298
## [635,] -0.372240685 0.641578881 -0.279139358 -0.1413269284 -0.2068927547
## [636,] 0.267060577 0.595237945 -0.279139358 -0.1551160435 -0.2068997090
## [637,] 0.367087305 0.409874200 -0.262562097 -0.1852956502 -0.2078633709
## [638,] 0.280107542 0.502556072 -0.262562097 -0.4565873371 -0.1973742867
## [639,] 0.593234690 0.641578881 -0.279139358 -0.2483185892 -0.1973865347
## [640,] 0.654120525 0.409874200 -0.196253054 -0.2605379011 -0.1973777213
## [641,] 0.214872719 0.456215136 -0.013903185 -0.2821956111 -0.1973556521
## [642,] -0.559247176 0.409874200 -0.146521271 -0.3154778579 -0.2069058117
## [643,] -0.054764548 0.409874200 -0.030480446 -0.4677259837 -0.2068918322
## [644,] -0.098254430 0.317192327 -0.013903185 -0.4723327339 -0.1973019624
## [645,] 0.006121287 -3.482764446 0.019251337 -0.3990306662 -0.1972990530
## [646,] -0.050415560 0.317192327 0.052405859 -0.4765782508 -0.1972986698
## [647,] -0.059113536 0.039146710 -0.047057706 -0.4043647377 -0.1972932909
## [648,] 0.697610406 -1.675467932 -0.245984836 -0.4777766466 -0.1856526661
## [649,] 0.932455768 -0.748649207 -0.245984836 -0.4779377790 -0.1876493907
## [650,] 1.202093035 0.595237945 -0.279139358 -0.2895912252 -0.1953496032
## [651,] 1.389099526 0.595237945 -0.262562097 -0.2988225674 -0.0850951946
## [652,] 1.663085781 0.595237945 -0.262562097 -0.2951967691 -0.1958260410
## [653,] 1.136858212 0.595237945 -0.262562097 -0.4664947441 -0.2067843960
## [654,] 1.084670354 0.595237945 -0.262562097 -0.3165916015 -0.0916663614
## [655,] 1.254280893 0.595237945 -0.245984836 -0.3268190166 -0.2067843250
## [656,] 1.062925413 0.409874200 -0.229407576 -0.3323866530 -0.0962380078
## [657,] 0.841127016 0.456215136 -0.212830315 -0.3462438383 -0.1969284192
## [658,] 0.728053324 0.502556072 -0.196253054 -0.3597454718 -0.1972665666
## [659,] 0.806335111 0.641578881 -0.179675793 -0.3707151622 -0.1975050410
## [660,] 0.841127016 0.456215136 -0.129944011 -0.3789135389 -0.1976922384
## [661,] 1.015086543 0.363533263 -0.096789489 -0.3841693585 -0.1975550266
## [662,] 0.575838737 0.502556072 -0.080212228 -0.3863017054 -0.1105652199
## [663,] 0.401879210 0.548897008 -0.063634967 -0.4751328637 -0.1984698667
## [664,] 0.293154506 0.456215136 -0.047057706 -0.4685687978 -0.1153746452
## [665,] -0.550549200 0.039146710 -0.295716619 -0.3479389813 18.1549606286
## [666,] -0.620133011 -0.053535163 -0.295716619 -0.3584761519 1.6066132425
## [667,] -0.681018845 -0.099876099 -0.295716619 -0.3589301436 1.5854612885
## [668,] -0.707112774 -0.099876099 -0.295716619 -0.3576503706 1.5621542514
## [669,] -0.728857715 -0.238898908 -0.295716619 -0.3677498335 -0.0320028711
## [670,] -0.685367833 -0.470603589 -0.295716619 -0.4833358660 1.5153691450
## [671,] -0.702763786 -3.575446318 -0.279139358 -0.3986220868 1.4910656191
## [672,] -0.750602656 -0.934012952 -0.279139358 -0.4747222839 16.5345033833
## [673,] -0.741904679 -0.887672015 -0.279139358 -0.4159823752 16.2832484705
## [674,] -0.728857715 -0.887672015 -0.279139358 -0.4782381191 16.0297862893
## [675,] -0.754951644 -0.980353888 -0.279139358 -0.4308780540 15.7745663546
## [676,] -1.350763024 -0.285239844 -0.279139358 -0.1807645569 3.4129456067
## [677,] -1.315971118 0.039146710 -0.279139358 -0.4534169741 0.1501359359
## [678,] -1.329018083 -0.053535163 -0.279139358 -0.1636540813 3.3242733229
## [679,] -1.411648858 -0.146217035 -0.279139358 -0.1683314613 0.1408434531
## [680,] -1.398601894 -0.146217035 -0.279139358 -0.2137126946 3.2340224927
## [681,] -1.359461000 -0.285239844 -0.279139358 -0.2885687565 0.1317172906
## [682,] -1.368158977 -0.331580780 -0.295716619 -0.4661511665 3.1436902267
## [683,] -1.242038319 -0.516944525 -0.295716619 -0.3232942688 3.0986984966
## [684,] -1.324669095 -0.563285462 -0.312293880 -0.3467943992 0.1182252285
## [685,] -1.376856953 -0.563285462 -0.312293880 -0.4739587307 0.1137894173
## [686,] -1.559514456 -0.609626398 -0.312293880 -0.3849338075 2.9656522341
## [687,] -1.489930645 -0.609626398 -0.312293880 -0.4706765798 0.1120003413
## [688,] -1.603004338 -3.575446318 -0.312293880 -0.4066326958 -0.1770890892
## [689,] -1.620400291 -0.377921717 -0.312293880 -0.4198407177 -0.1775177981
## [690,] -1.729124995 -0.424262653 -0.312293880 -0.4781415306 0.0922618055
## [691,] -0.180885205 -0.934012952 -0.312293880 -0.4263094369 -0.2079190476
## [692,] -0.015623654 -0.748649207 -0.312293880 0.1184388640 0.2729124574
## [693,] -0.302656874 -0.702308270 -0.312293880 0.0945538496 0.2572075493
## [694,] -1.146360580 -0.238898908 -0.312293880 0.0251468388 -0.1629408003
## [695,] -0.928911171 -0.470603589 -0.312293880 -0.4455670017 -0.2026295086
## [696,] -0.567945152 -0.285239844 -0.312293880 -0.1595419124 0.2163062875
## [697,] -0.881072301 -0.702308270 -0.312293880 -0.0910348797 0.2051903263
## [698,] -0.985448017 -1.258399505 -0.312293880 -0.2123412490 -0.1676714012
## [699,] -1.285528201 -1.165717633 -0.312293880 -0.2800843006 0.1851293398
## [700,] -0.794092538 -0.887672015 -0.312293880 -0.3238432488 -0.2040181611
## [701,] -0.150442288 -0.470603589 -0.312293880 -0.3637374778 -0.1706200648
## [702,] 0.793288146 0.548897008 -0.312293880 -0.0011071599 -0.1424403187
## [703,] 0.932455768 0.548897008 -0.312293880 -0.0288661040 -0.1427089944
## [704,] 1.028133508 0.502556072 -0.312293880 3.8049591062 -0.1428707449
## [705,] 0.954200709 0.502556072 -0.312293880 4.0956694737 -0.1430141304
## [706,] 1.219488987 0.456215136 -0.312293880 3.7445913117 -0.2014957653
## [707,] 0.806335111 0.502556072 -0.312293880 2.7899174815 -0.2068036834
## [708,] 0.841127016 0.548897008 -0.312293880 2.6862936343 -0.2078477025
## [709,] 0.771543205 0.456215136 -0.312293880 2.3530672686 -0.2078573534
## [710,] 0.623677607 0.456215136 -0.312293880 2.4478363437 -0.2068675349
## [711,] 0.610630643 0.502556072 -0.312293880 -0.1659162129 -0.2068877164
## [712,] 0.654120525 0.548897008 -0.312293880 1.9370894305 -0.2069073019
## [713,] 0.597583678 0.456215136 -0.312293880 2.0993046268 -0.2078648327
## [714,] 0.614979631 0.502556072 -0.312293880 -0.4624817951 -0.2078677706
## [715,] 0.619328619 0.502556072 -0.312293880 -0.2937333850 -0.2078627181
## [716,] 0.645422548 0.409874200 -0.312293880 -0.2574832951 -0.2078713187
## [717,] 0.606281655 0.502556072 -0.312293880 1.2480188889 -0.2079599074
## [718,] 0.645422548 0.409874200 -0.312293880 1.1660059252 -0.2070202590
## [719,] 0.667167489 -3.482764446 -0.312293880 1.1210558598 -0.2079603616
## [720,] 0.719355347 0.363533263 -0.312293880 -0.4644372443 -0.2078783013
## [721,] 0.510603915 0.409874200 -0.312293880 -0.2974833043 -0.2078804302
## [722,] 1.432589408 0.502556072 -0.312293880 2.5994155559 -0.1983342870
## [723,] 1.419542443 0.548897008 -0.312293880 -0.1767841700 -0.1194951871
## [724,] 1.445636372 0.595237945 -0.312293880 2.5486534541 0.6370400298
## [725,] 1.441287384 0.548897008 -0.312293880 2.8554320400 0.6347654469
## [726,] 1.506522207 0.548897008 -0.312293880 2.6388641800 0.6333173710
## [727,] 1.502173219 0.548897008 -0.312293880 2.7371110686 -0.1228812454
## [728,] 1.276025833 0.548897008 -0.312293880 -0.4445705509 0.6269210684
## [729,] 1.097717318 0.595237945 -0.312293880 2.8000203483 -0.1250318720
## [730,] 1.245582916 0.548897008 -0.312293880 -0.1938221546 0.6172311991
## [731,] 1.197744046 0.502556072 -0.312293880 2.2998832330 0.6147547014
## [732,] 1.102066307 0.456215136 -0.312293880 2.2315050699 0.6107218401
## [733,] 0.962898685 0.548897008 -0.312293880 1.9014799441 -0.1266286272
## [734,] 0.988992614 0.409874200 -0.312293880 1.4491710056 -0.2071522480
## [735,] 0.936804756 0.409874200 -0.312293880 -0.4828564932 -0.1998837107
## [736,] 0.849824992 0.131828582 -0.312293880 -0.4631261367 -0.1271552351
## [737,] -0.259166992 0.363533263 -0.245984836 -0.0618938899 -0.2039065948
## [738,] -0.019972642 0.409874200 -0.229407576 -0.4801267769 -0.2039222064
## [739,] -0.128697347 0.548897008 -0.245984836 -0.4395906382 -0.2039249740
## [740,] -0.324401815 0.363533263 -0.229407576 -0.4402689417 -0.1678124733
## [741,] -0.285260921 0.456215136 -0.245984836 -0.0769702990 -0.2039713972
## [742,] -0.346146756 -3.482764446 -0.229407576 -0.1108974982 -0.2075654589
## [743,] -0.241771039 0.317192327 -0.262562097 -0.4421038400 -0.2040082832
## [744,] -0.472267413 0.363533263 -0.179675793 -0.4447157889 -0.1685792303
## [745,] -0.754951644 0.502556072 -0.080212228 -0.1091734569 -0.2040486321
## [746,] -0.546200212 0.687919817 -0.013903185 -0.4429965593 -0.1690162702
## [747,] -0.502710330 0.641578881 0.052405859 -0.1608639286 -0.1692418721
## [748,] -0.607086046 0.548897008 0.052405859 -0.1830627548 -0.1694727252
## [749,] 0.649771536 0.641578881 -0.312293880 -0.4443297767 -0.2067074733
## [750,] 0.554093797 0.641578881 -0.312293880 -0.1370842113 -0.0885626887
## [751,] 0.888965886 0.641578881 -0.312293880 -0.4512307203 -0.0945361297
## [752,] 1.058576425 0.641578881 -0.312293880 -0.4512681087 -0.1004632893
## [753,] 1.071623389 0.641578881 -0.312293880 -0.1644175287 -0.1977761721
## [754,] 1.558710065 0.641578881 -0.312293880 -0.1807171782 -0.1111618813
## [755,] 1.228186964 0.595237945 -0.312293880 -0.1899925247 -0.1158637285
## [756,] 1.041180472 0.641578881 -0.312293880 -0.2442656627 -0.1200736255
## [757,] 1.236884940 0.641578881 -0.312293880 -0.2639168044 -0.1237488675
## [758,] 1.271676845 0.502556072 -0.312293880 -0.4655141612 -0.1268729063
## [759,] 1.541314112 0.502556072 -0.312293880 -0.4622360730 -0.1294064715
## [760,] 1.389099526 0.595237945 -0.312293880 -0.3203947305 -0.1313766705
## [761,] 1.619595899 0.502556072 -0.312293880 -0.3270979596 -0.1329276979
## [762,] 1.715273639 0.687919817 -0.312293880 -0.3344196052 -0.1342618659
## [763,] 1.606548935 0.317192327 -0.312293880 -0.3405521650 -0.2072414329
## [764,] -0.694065810 0.502556072 -0.312293880 -0.3729090296 0.0374053845
## [765,] -0.720159739 0.641578881 -0.312293880 -0.3639083422 -0.1833420205
## [766,] -0.711461762 0.687919817 -0.312293880 0.5943897963 0.0303404368
## [767,] -0.589690093 0.687919817 -0.312293880 0.5287944537 -0.2056199120
## [768,] -0.667971880 0.687919817 -0.312293880 -0.4765100653 0.0236722367
## [769,] -0.794092538 0.641578881 -0.312293880 0.1393568781 -0.2055673292
## [770,] -1.002843970 0.687919817 -0.312293880 0.2568454525 -0.2077472348
## [771,] -1.202897426 0.409874200 -0.312293880 0.1050360231 0.0117877019
## [772,] -0.968052064 0.687919817 -0.312293880 -0.0239158788 -0.2057857072
## [773,] -0.546200212 0.641578881 -0.312293880 -0.1563932163 -0.1864720910
## [774,] -0.872374325 -0.099876099 -0.312293880 -0.2345562063 -0.1864968425
## [775,] -0.981099029 0.687919817 -0.312293880 -0.4616551360 -0.2058419942
## [776,] -1.020239923 0.502556072 -0.312293880 -0.3405153746 0.0029140074
## [777,] -1.081125757 0.502556072 -0.312293880 -0.4719547121 0.0029053075
## [778,] -0.781045573 0.595237945 -0.312293880 -0.3778417242 0.0032642468
## [779,] -0.102603418 0.363533263 0.151869424 -0.3686321808 -0.2014067791
## [780,] -0.167838240 0.131828582 0.168446684 -0.3779152001 0.4282295578
## [781,] -0.202630146 0.456215136 0.168446684 -0.3843510001 0.4114794385
## [782,] -0.315703838 0.548897008 0.234755728 -0.3989740625 0.3950192692
## [783,] -0.863676348 -3.482764446 0.383951075 -0.4007253557 -0.1492820772
## [784,] -0.776696585 0.178169518 0.499991901 -0.4769312715 -0.2019560380
## [785,] -0.894119266 0.178169518 0.732073553 -0.4051213925 0.3476391335
## [786,] -0.502710330 -0.146217035 1.179659595 -0.4118936834 -0.2024545450
## [787,] -0.746253668 -3.529105382 1.378586725 -0.4242253755 -0.2074371173
## [788,] -0.694065810 -0.377921717 1.594091116 -0.4397242831 -0.1561918314
## [789,] -0.724508727 -0.516944525 1.859327289 -0.4450324140 -0.1572329412
## [790,] -0.654924916 -0.516944525 2.074831680 -0.4469666256 -0.1595190340
## [791,] -0.615784022 -0.007194227 2.273758810 -0.4505252296 -0.2032557043
## [792,] -2.063997084 -0.424262653 -0.312293880 -0.3382296035 -0.2078070698
## [793,] -2.090091013 0.502556072 -0.312293880 -0.3347598106 -0.2077066304
## [794,] -1.994413274 0.456215136 -0.312293880 -0.3313218441 -0.2077339081
## [795,] -1.972668333 0.687919817 -0.312293880 -0.3375263439 -0.2077616826
## [796,] -1.929178451 0.317192327 -0.312293880 -0.3549060854 -0.2077901241
## [797,] 2.732936872 0.085487646 -0.312293880 -0.3719748954 -0.2079474323
## [798,] 2.728587884 -0.099876099 -0.312293880 -0.3618634220 -0.2078299763
## [799,] 3.350493193 0.456215136 -0.312293880 -0.3667163040 -0.2066028046
## [800,] -1.750869936 0.085487646 -0.312293880 -0.3846736399 -0.2078359087
## [801,] -1.894386546 -0.238898908 -0.312293880 -0.3791837830 -0.2066593754
## [802,] -1.985715297 -1.026694824 -0.312293880 -0.4751177015 -0.2078342624
## [803,] 1.750065544 -3.575446318 -0.312293880 -0.4749645197 -0.2067080552
## [804,] 1.367354585 -0.331580780 -0.312293880 -0.4129912511 -0.2067300818
## [805,] 1.323864703 0.039146710 -0.312293880 -0.4209763584 -0.2067511574
## [806,] 0.941153744 -3.482764446 -0.312293880 -0.4155872807 -0.2078498172
## [807,] -0.033019607 0.363533263 -0.312293880 0.8852556583 -0.1796731934
## [808,] -0.124348359 0.456215136 -0.312293880 -0.3515020700 -0.2049517210
## [809,] -0.019972642 0.317192327 -0.312293880 0.7194924955 -0.2046441439
## [810,] 0.062658133 0.363533263 -0.312293880 -0.3654042275 -0.2076009824
## [811,] 0.258362601 0.363533263 -0.312293880 0.5019377586 -0.2037466752
## [812,] 0.384483258 0.456215136 -0.312293880 0.5797664528 -0.1775743263
## [813,] 0.293154506 0.456215136 -0.312293880 0.9395776552 -0.1770683257
## [814,] 0.497556950 0.456215136 -0.312293880 -0.3591764432 -0.2076528413
## [815,] 0.367087305 0.548897008 -0.312293880 0.3574398323 -0.1764859418
## [816,] 0.180080814 0.687919817 -0.312293880 0.1736430862 -0.1761958214
## [817,] 0.240966648 0.687919817 -0.312293880 0.0684722423 -0.1758506203
## [818,] 0.084403074 0.641578881 -0.312293880 -0.0375634976 -0.1754981812
## [819,] 0.145288908 0.595237945 -0.312293880 -0.1249298619 -0.2046887931
## [820,] 0.093101050 0.595237945 -0.312293880 -0.1736840306 -0.2046526877
## [821,] 0.019168251 0.548897008 -0.312293880 -0.1928650971 -0.2046095713
## [822,] 0.188778790 -0.146217035 -0.312293880 0.2261634806 -0.1999754218
## [823,] 0.293154506 -0.146217035 -0.312293880 -0.4112746439 -0.2004816211
## [824,] 0.449718080 -0.146217035 -0.312293880 0.2807548654 -0.2009920922
## [825,] 0.506254927 -0.146217035 -0.312293880 0.2761381139 -0.1428498679
## [826,] 0.536697844 -0.146217035 -0.312293880 0.2786530341 -0.1464153745
## [827,] 0.636724572 -0.146217035 -0.312293880 -0.4776760823 -0.1486007867
## [828,] 1.193395058 -0.146217035 -0.312293880 -0.4229085369 -0.2021345355
## [829,] 1.280374822 -3.529105382 -0.312293880 -0.4314921463 -0.2010655803
## [830,] 1.249931904 -0.285239844 -0.312293880 -0.0168503468 -0.2073205979
## [831,] 1.071623389 -0.331580780 -0.312293880 -0.0197449083 -0.1513868058
## [832,] 1.284723810 -0.424262653 -0.312293880 -0.0123570548 -0.1531407698
## [833,] 1.454334349 -0.470603589 -0.312293880 -0.0122310394 -0.2026977313
## [834,] -1.937876427 -0.331580780 -0.312293880 -0.0112789988 -0.1579722785
## [835,] -1.763916900 -3.529105382 -0.312293880 -0.0272666444 -0.1602853226
## [836,] -1.781312853 -0.053535163 -0.312293880 -0.0201377316 -0.1620521734
## [837,] -1.885688569 0.409874200 1.229391378 -0.3826447275 -0.1775159105
## [838,] 2.498091510 0.409874200 1.262545899 -0.3807891618 -0.1779193144
## [839,] 2.254548173 0.502556072 1.163082334 -0.3733490047 -0.2038549204
## [840,] 2.537232404 0.548897008 1.411741247 -0.3671735998 -0.2042205443
## [841,] -1.776963865 0.409874200 1.892481811 -0.3827821541 -0.2076212491
## [842,] 1.671783757 0.317192327 2.688190331 -0.4045778465 -0.2076584615
## [843,] 1.258629881 0.178169518 4.196721067 -0.4035939034 -0.2051313112
## [844,] 1.093368330 0.178169518 4.644307109 -0.4049877676 -0.1798363347
## [845,] 0.506254927 0.224510455 5.323974803 -0.4052192931 -0.1800722828
## [846,] 0.149637896 0.224510455 5.440015629 -0.4098228049 -0.1803010497
## [847,] 0.436671116 -3.482764446 5.406861107 -0.4169186943 -0.1805255020
## [848,] 0.510603915 -3.482764446 5.274243021 -0.4794739891 -0.2052462127
## [849,] -1.981366309 -3.668128191 -0.179675793 -0.4450689411 -0.2017287756
## [850,] 1.432589408 -0.377921717 -0.146521271 -0.4454473820 -0.1471370566
## [851,] -2.072695061 -3.529105382 -0.129944011 -0.4488249180 -0.1486233951
## [852,] 2.293689066 -0.331580780 -0.080212228 -0.4519333778 -0.2073002744
## [853,] 2.572024309 -3.575446318 -0.030480446 -0.4564875838 -0.1519364337
## [854,] 3.667969329 -0.146217035 0.019251337 -0.4820854433 -0.1538750689
## [855,] 2.554628357 -0.424262653 0.068983119 -0.4647491275 -0.1559831326
## [856,] 0.258362601 0.409874200 -0.312293880 0.9575666737 -0.1663524474
## [857,] 0.275758553 0.409874200 -0.312293880 0.8841826584 -0.1659930682
## [858,] 0.310550459 0.409874200 -0.312293880 0.7647159720 -0.1655661050
## [859,] 0.393181234 0.363533263 -0.312293880 0.7661015531 -0.2033129564
## [860,] 0.845476004 0.502556072 -0.312293880 0.5593318709 -0.2023313127
## [861,] 0.684563442 0.641578881 -0.312293880 0.5464808293 -0.1630804106
## [862,] 0.284456530 0.548897008 -0.312293880 0.8187188976 -0.1625792071
## [863,] 0.114845991 0.502556072 -0.312293880 0.5866104963 -0.1621099647
## [864,] 0.106148015 0.456215136 -0.312293880 -0.4044466483 -0.2033287951
## [865,] -0.054764548 0.456215136 -0.312293880 0.2001700076 -0.1608151380
## [866,] -0.124348359 0.456215136 -0.312293880 -0.4260288813 -0.2031758581
## [867,] 0.219221707 0.456215136 -0.312293880 -0.4366103022 -0.1594997182
## [868,] 0.193127778 0.502556072 -0.312293880 -0.1236542619 -0.2030823020
## [869,] 0.132241944 0.502556072 -0.312293880 -0.4542462462 -0.2030333241
## [870,] 0.219221707 0.456215136 -0.312293880 -0.1976905649 -0.1583029749
## [871,] 0.427973139 0.687919817 -0.312293880 9.8995903373 -0.2000742007
## [872,] 0.497556950 0.687919817 -0.312293880 9.4272185195 -0.2071985293
## [873,] 0.532348856 0.687919817 -0.312293880 0.9744860097 -0.2072040644
## [874,] 0.601932666 0.687919817 -0.312293880 9.6023443902 -0.2006131134
## [875,] 0.749798264 0.687919817 -0.312293880 0.8190494007 -0.2071613879
## [876,] 0.936804756 0.687919817 -0.312293880 0.6651014156 -0.2009049653
## [877,] 0.601932666 0.687919817 -0.312293880 9.4744473464 -0.2072761758
## [878,] 0.367087305 0.687919817 -0.312293880 -0.3439851381 -0.2011574475
## [879,] 0.780241182 0.687919817 -0.312293880 7.3348215785 -0.2012618466
## [880,] 0.867220945 0.687919817 -0.312293880 0.2373377683 -0.2013679914
## [881,] 0.975945649 0.687919817 -0.312293880 6.1128381387 -0.2073183271
## [882,] 0.745449276 0.641578881 -0.312293880 5.2178785804 -0.2073287159
## [883,] 1.006388567 0.687919817 -0.312293880 -0.0237358930 -0.2016374051
## [884,] 0.628026596 0.687919817 -0.312293880 3.7132944848 -0.2017033996
## [885,] 0.662818501 0.687919817 -0.312293880 3.7617932504 -0.2079077647
## [886,] -1.111568674 -0.516944525 -0.279139358 -0.4455919485 -0.1744901539
## [887,] -0.785394561 -0.470603589 -0.262562097 -0.4447849940 0.1179034023
## [888,] -1.085474745 -3.575446318 -0.262562097 -0.4463328135 0.1091811547
## [889,] -0.746253668 -0.516944525 -0.262562097 -0.4453740770 0.1006284917
## [890,] -0.476616401 -3.575446318 -0.245984836 -0.4490534505 -0.1779504951
## [891,] -0.546200212 -0.331580780 -0.245984836 -0.4487963917 -0.1715077692
## [892,] -0.633179975 -0.331580780 -0.245984836 -0.4808597649 0.0758276083
## [893,] -0.424428543 -0.007194227 -0.229407576 -0.4520938263 0.0678380702
## [894,] -0.367891696 0.039146710 -0.229407576 -0.4595608527 -0.1811706871
## [895,] -0.285260921 0.039146710 -0.229407576 -0.4610716466 0.0522718925
## [896,] -0.463569436 -0.285239844 -0.229407576 -0.4636593422 -0.1826647322
## [897,] -0.498361342 -0.841331079 -0.212830315 -0.4574135307 0.0372622829
## [898,] -0.289609909 -1.026694824 -0.212830315 -0.4621638289 0.0299670639
## [899,] 2.358923889 0.317192327 0.516569162 -0.4541087355 -0.1828656819
## [900,] -1.737822971 0.224510455 0.715496292 -0.4560086350 0.0272993240
## [901,] 2.889500446 0.548897008 1.047041508 -0.4523839537 -0.2055607440
## [902,] 2.485044546 0.595237945 1.527782073 -0.4403930310 0.0138232568
## [903,] -1.937876427 0.409874200 1.942213593 -0.4450338239 -0.1864427695
## [904,] -2.077044049 0.409874200 2.141140723 -0.4812950500 -0.1870861523
## [905,] -1.850896664 0.317192327 2.472685940 -0.4525300112 -0.0054270473
## [906,] 1.458683337 0.131828582 2.870540200 -0.4822113388 -0.1883136930
## [907,] 1.319515715 0.687919817 3.168930895 -0.4590781300 -0.0173766258
## [908,] 0.975945649 0.409874200 3.384435286 -0.4825472901 -0.1889560113
## [909,] 0.810684099 0.224510455 3.550207894 -0.4611234154 -0.1899788980
## [910,] 0.171382837 -0.007194227 3.682825981 -0.4827402917 -0.0328828549
## [911,] -0.494012353 -0.934012952 3.765712285 -0.4824067770 -0.1907442499
## [912,] -0.776696585 0.595237945 -0.312293880 0.4895415580 -0.2033881475
## [913,] -0.763649620 0.595237945 -0.312293880 -0.3209990876 -0.1657229165
## [914,] -0.807139502 0.595237945 -0.312293880 -0.3299554229 -0.1665640699
## [915,] -0.898468254 0.548897008 -0.312293880 -0.4723730279 0.1984306564
## [916,] -0.854978372 0.548897008 -0.312293880 -0.4003759925 0.1910103316
## [917,] -0.863676348 0.595237945 -0.312293880 0.1534269670 -0.1687223462
## [918,] -1.081125757 0.595237945 -0.312293880 0.2568511075 -0.1694917714
## [919,] -1.020239923 0.595237945 -0.312293880 0.1484100799 0.1699141678
## [920,] -1.002843970 0.502556072 -0.312293880 0.0572461473 0.1630694856
## [921,] -1.159407544 0.548897008 -0.312293880 0.0024216931 0.1561979231
## [922,] -0.963703076 0.502556072 -0.312293880 -0.0532031595 -0.1722415431
## [923,] -0.872374325 0.548897008 -0.312293880 -0.0960583468 -0.1729305259
## [924,] -1.111568674 0.456215136 -0.312293880 -0.1218786749 0.1354688024
## [925,] -1.111568674 0.548897008 -0.312293880 -0.1438594280 -0.1743352300
## [926,] -1.111568674 0.641578881 -0.312293880 -0.4462270606 -0.1750637102
## [927,] 3.380936110 0.687919817 -0.312293880 0.1873674040 -0.2079691041
## [928,] 2.263246149 0.687919817 -0.312293880 0.1347435798 -0.2079641084
## [929,] 1.393448514 0.687919817 -0.312293880 0.0850229266 -0.2079642219
## [930,] 0.936804756 0.548897008 -0.312293880 0.0811720679 -0.2079643354
## [931,] 0.858522969 0.548897008 -0.312293880 -0.4297908536 -0.2079644774
## [932,] 1.419542443 0.641578881 -0.312293880 -0.4329826799 -0.2079691750
## [933,] 1.454334349 0.641578881 -0.312293880 0.0228818206 -0.2079645483
## [934,] 0.297503494 0.641578881 -0.312293880 -0.4804128256 -0.2079647328
## [935,] 0.614979631 0.641578881 -0.312293880 -0.0991215484 -0.2079649599
## [936,] 1.550012088 0.641578881 -0.312293880 -0.1810348728 -0.2079651302
## [937,] -0.028670619 0.548897008 -0.312293880 -0.1492430563 -0.2079652580
## [938,] -0.024321631 0.641578881 -0.312293880 -0.1859360943 -0.2079692034
## [939,] -0.076509489 0.641578881 -0.312293880 -0.4821982973 -0.2079654708
## [940,] -0.050415560 0.641578881 -0.312293880 -0.4589928331 -0.2079655418
## [941,] 0.888965886 0.641578881 -0.312293880 -0.2947947213 -0.2079656270
## [942,] 0.393181234 -0.516944525 -0.063634967 -0.4130794837 0.0327733071
## [943,] 0.271409565 -0.702308270 -0.063634967 -0.4172546553 0.0258896101
## [944,] 0.223570695 -0.841331079 -0.080212228 -0.4172817950 -0.2077331417
## [945,] 0.275758553 -0.841331079 -0.080212228 -0.4121804702 -0.1859007062
## [946,] 0.171382837 -0.516944525 -0.080212228 -0.4781894404 -0.2057331813
## [947,] 0.388832246 -0.516944525 -0.063634967 -0.4242698798 -0.1871551982
## [948,] 0.340993376 -0.470603589 -0.063634967 -0.4249212187 -0.0073148880
## [949,] 0.441020104 -0.470603589 -0.047057706 -0.4331159216 -0.1885606828
## [950,] 0.262711589 -0.285239844 -0.030480446 -0.4395637166 -0.1891965294
## [951,] 0.167033849 -0.331580780 -0.013903185 -0.4425003075 -0.0263249011
## [952,] 0.140939920 -0.702308270 0.002674076 -0.4467339853 -0.1903825574
## [953,] 0.127892955 -0.980353888 0.035828598 -0.4508788464 -0.2061938231
## [954,] 1.650038816 0.687919817 -0.312293880 -0.2568082561 -0.2019043778
## [955,] 1.710924651 0.687919817 -0.312293880 -0.2764787994 -0.2019610054
## [956,] 1.737018580 0.687919817 -0.312293880 -0.2938460820 -0.2020166253
## [957,] 1.584803994 0.548897008 -0.312293880 1.5036567883 -0.2020618563
## [958,] 1.019435531 -0.377921717 -0.312293880 -0.2943766643 -0.2073812987
## [959,] 1.032482496 -0.516944525 -0.312293880 -0.2518712491 -0.2021156596
## [960,] 0.954200709 -0.563285462 -0.312293880 1.4258345704 -0.2072688809
## [961,] 1.045529460 -0.470603589 -0.312293880 1.2033511596 -0.2073065617
## [962,] 1.293421786 0.039146710 -0.312293880 0.9677267316 -0.2079052810
## [963,] 1.249931904 0.363533263 -0.312293880 0.8948591987 -0.2073475776
## [964,] 1.089019342 0.224510455 -0.312293880 -0.3526069542 -0.2073839952
## [965,] 1.149905176 0.456215136 -0.312293880 0.7079146751 -0.2023128626
## [966,] -0.950656112 -0.007194227 -0.179675793 -0.3694144271 -0.2073112735
## [967,] -1.011541946 -3.529105382 -0.146521271 -0.4723336254 -0.2023691354
## [968,] -1.128964627 -3.529105382 -0.129944011 -0.3661366951 -0.2025306161
## [969,] -1.342065047 -0.424262653 -0.129944011 -0.3636115905 -0.1552071080
## [970,] -1.163756532 -0.934012952 -0.129944011 -0.4742676528 -0.2027249948
## [971,] -0.941958135 -0.934012952 -0.129944011 -0.4722238187 -0.2029131147
## [972,] -1.185501473 -0.470603589 -0.113366750 -0.3832811503 -0.2030372554
## [973,] -1.050682840 -0.424262653 -0.113366750 -0.4751452201 -0.1609551174
## [974,] -1.194199450 -0.748649207 -0.113366750 -0.4027481059 -0.2033904751
## [975,] -0.759300632 -0.609626398 -0.113366750 -0.4242182869 -0.2075244429
## [976,] -0.498361342 0.595237945 -0.312293880 -0.3844660220 -0.2061681916
## [977,] -0.494012353 0.641578881 -0.312293880 0.3547637285 -0.1901064164
## [978,] -0.520106283 0.641578881 -0.312293880 0.3246103307 -0.1901457435
## [979,] -0.328750803 0.641578881 -0.312293880 0.3164229207 -0.2061921767
## [980,] -0.289609909 0.687919817 -0.295716619 -0.4842892843 -0.2079518887
## [981,] -0.428777531 0.687919817 -0.312293880 0.1526759997 -0.1902657116
## [982,] -0.589690093 0.687919817 -0.312293880 -0.4777313179 -0.1903126599
## [983,] -0.746253668 0.595237945 -0.312293880 0.0878904871 -0.2062103572
## [984,] -0.685367833 0.595237945 -0.312293880 0.0113226360 -0.1904563577
## [985,] -0.646226940 0.595237945 -0.312293880 -0.0391758069 -0.1905378503
## [986,] -0.724508727 0.641578881 -0.312293880 -0.0292922686 -0.2077963546
## [987,] -0.785394561 0.687919817 -0.312293880 -0.0821446889 -0.2062476263
## [988,] -0.746253668 0.178169518 -0.312293880 -0.1401649466 -0.2062010186
## [989,] -0.907166230 0.363533263 -0.312293880 -0.1545717300 -0.1909915378
## [990,] -0.946307124 0.178169518 -0.312293880 -0.1485467571 -0.1911251448
## [991,] 0.149637896 0.131828582 -0.312293880 -0.3584689815 -0.1903396964
## [992,] 0.149637896 -0.053535163 -0.312293880 -0.3718369961 1.5311061704
## [993,] 0.110497003 0.687919817 -0.312293880 -0.3994021617 -0.1897631881
## [994,] 0.193127778 0.595237945 -0.312293880 0.3719482357 -0.2062677795
## [995,] 0.188778790 0.502556072 -0.312293880 0.2957109677 1.4570641768
## [996,] 0.280107542 0.502556072 -0.312293880 0.1901455573 -0.0439736104
## [997,] 0.280107542 0.548897008 -0.312293880 0.3593179569 -0.0466565219
## [998,] -0.015623654 0.641578881 -0.312293880 -0.4036886129 1.3792531579
## [999,] -0.054764548 0.641578881 -0.312293880 0.2790099827 -0.1910470158
## [1000,] 0.193127778 0.641578881 -0.312293880 0.2109435014 0.0541950155
## [1001,] 0.067007121 0.641578881 -0.312293880 0.1423474191 0.0332379227
## [1002,] 0.106148015 0.641578881 -0.312293880 0.1033441463 -0.1857663896
## [1003,] -0.189583181 0.595237945 -0.312293880 -0.4225559596 -0.1875955732
## [1004,] -0.263515980 0.595237945 -0.312293880 -0.4212874784 -0.2060286239
## [1005,] -0.424428543 0.595237945 -0.312293880 -0.4263814347 -0.0416397461
## [1006,] -0.533153247 0.687919817 -0.312293880 -0.1206396493 -0.1664726710
## [1007,] -0.759300632 0.641578881 -0.312293880 -0.1028810394 -0.2038976536
## [1008,] -0.754951644 0.687919817 -0.312293880 -0.1043237911 -0.1680291483
## [1009,] -0.654924916 0.687919817 -0.312293880 -0.1565399327 -0.1687772281
## [1010,] -0.546200212 0.548897008 -0.312293880 -0.4618965113 -0.2041197926
## [1011,] -0.289609909 0.502556072 -0.312293880 -0.3353229887 -0.1701003402
## [1012,] -0.163489252 0.548897008 -0.312293880 -0.2985740744 -0.1706702774
## [1013,] -0.154791276 0.502556072 -0.312293880 -0.3425628959 -0.2042914919
## [1014,] -0.554898188 0.687919817 -0.312293880 -0.3687187887 -0.2043391073
## [1015,] -0.024321631 0.687919817 -0.312293880 -0.3979826570 -0.1721134286
## [1016,] 0.014819263 0.687919817 -0.312293880 -0.4154963092 -0.1725337215
## [1017,] 0.097450038 0.641578881 -0.312293880 -0.4286784079 -0.1729246645
## [1018,] -0.063462524 0.641578881 -0.312293880 -0.4352175434 -0.1732883724
## [1019,] -0.220026098 0.502556072 -0.312293880 -0.4393455774 -0.1736273288
## [1020,] -0.450522472 0.456215136 -0.312293880 -0.4436966598 -0.1739443863
## [1021,] 0.201825754 0.317192327 -0.312293880 0.1579234207 -0.2070871902
## [1022,] 0.206174743 0.456215136 -0.312293880 0.1412000700 -0.2070879566
## [1023,] 0.562791773 0.456215136 -0.312293880 0.0889418166 -0.2078808275
## [1024,] 0.419275163 0.502556072 -0.312293880 0.1527296808 -0.2078805721
## [1025,] 0.410577187 0.456215136 -0.312293880 0.0972689950 -0.1991785344
## [1026,] 0.323597423 0.363533263 -0.312293880 0.0987079437 -0.1991946285
## [1027,] 0.075705097 0.502556072 -0.312293880 0.1533389830 -0.1992134334
## [1028,] 0.340993376 0.363533263 -0.312293880 0.0340813184 -0.1992289599
## [1029,] 0.932455768 -3.482764446 -0.312293880 -0.1030364420 -0.2070965004
## [1030,] -0.019972642 0.687919817 -0.312293880 -0.2101376256 -0.1592631455
## [1031,] -0.006925678 0.687919817 -0.312293880 -0.2138628757 0.2720839636
## [1032,] 0.084403074 0.687919817 -0.312293880 -0.4593352247 0.2651157935
## [1033,] 0.014819263 0.687919817 -0.312293880 -0.4553991995 0.2583749002
## [1034,] -0.041717583 0.687919817 -0.312293880 -0.2380453523 -0.1618496057
## [1035,] -0.124348359 0.687919817 -0.312293880 -0.2356658179 0.2460427805
## [1036,] -0.237422051 0.687919817 -0.312293880 -0.2336273494 0.2404645829
## [1037,] -0.206979134 0.502556072 -0.312293880 -0.2676633905 0.2351995825
## [1038,] -0.315703838 0.595237945 -0.312293880 -0.2940556545 -0.1530544944
## [1039,] -0.154791276 0.641578881 -0.312293880 -0.4663927250 -0.2074698733
## [1040,] -0.320052827 0.595237945 -0.312293880 -0.3152013851 -0.1628480957
## [1041,] -0.307005862 0.317192327 -0.312293880 -0.3349678879 0.2155865214
## [1042,] -0.280911933 0.456215136 -0.312293880 -0.3618256231 0.2108807714
## [1043,] -0.659273904 0.548897008 -0.312293880 -0.3685337505 0.2061896820
## [1044,] -0.772347597 0.502556072 -0.312293880 -0.3689165543 0.2014748205
## [1045,] 0.445369092 -0.238898908 0.350796554 -0.4307064999 0.1782385182
## [1046,] -0.024321631 -0.285239844 0.516569162 -0.4792692643 0.1671967121
## [1047,] -0.163489252 -0.377921717 0.814959857 -0.4356536710 -0.1715284191
## [1048,] 0.119194979 -0.377921717 1.262545899 -0.4391377133 -0.2044301798
## [1049,] -0.250469016 -0.470603589 1.461473029 -0.4484882248 -0.1735937070
## [1050,] -0.228724075 -0.470603589 1.544359333 -0.4445994838 -0.1745826598
## [1051,] -0.454871460 -0.424262653 1.759863724 -0.4803896959 0.1162799655
## [1052,] -0.307005862 -0.424262653 2.008522637 -0.4482337487 0.1069361204
## [1053,] 0.240966648 -0.285239844 2.373222375 -0.4514046933 0.0978398896
## [1054,] 0.397530222 -3.529105382 2.356645114 -0.4528513927 -0.2075547436
## [1055,] -0.019972642 -0.053535163 2.306913332 -0.4557115363 -0.2046873455
## [1056,] 0.188778790 0.039146710 2.207449767 -0.4602811696 0.0718555754
## [1057,] 0.214872719 -0.377921717 2.074831680 -0.4621116672 0.0636674292
## [1058,] -0.137395323 -0.516944525 1.892481811 -0.4626731102 0.0558488524
## [1059,] -1.598655350 0.178169518 -0.279139358 -0.3749717287 0.5289575364
## [1060,] -1.650843208 -0.424262653 -0.262562097 -0.3831675400 0.5222021668
## [1061,] -1.624749279 -0.007194227 -0.245984836 -0.3829285086 -0.1230068620
## [1062,] -1.776963865 -0.007194227 -0.245984836 -0.3816352447 -0.2000882227
## [1063,] -1.755218924 -3.482764446 -0.245984836 -0.3989486887 -0.1347953003
## [1064,] -1.502977610 -3.482764446 -0.229407576 -0.4203813837 -0.2072619267
## [1065,] -1.776963865 0.039146710 -0.229407576 -0.4289058343 0.4942652805
## [1066,] -1.859594640 0.085487646 -0.229407576 -0.4814071951 0.4898916745
## [1067,] -1.816104758 -0.099876099 -0.229407576 -0.4591412432 0.4852775646
## [1068,] -1.794359818 -0.516944525 -0.245984836 -0.4634746793 0.4801135287
## [1069,] -1.733473983 -0.099876099 -0.245984836 -0.4658646523 -0.2010526511
## [1070,] -1.733473983 -0.285239844 -0.245984836 -0.4658675578 0.4679404488
## [1071,] 1.293421786 0.178169518 0.035828598 -0.0126079813 -0.2045920154
## [1072,] 1.119462259 0.224510455 0.085560380 -0.0067881538 -0.2046819950
## [1073,] 0.993341602 -0.007194227 0.284487510 0.0159826795 -0.1758390961
## [1074,] 1.228186964 -0.099876099 0.450260118 -0.4800547616 -0.1765247721
## [1075,] 0.841127016 -0.053535163 0.698919031 -0.0326290812 -0.2048854426
## [1076,] -0.067811512 0.363533263 -0.312293880 -0.4783758253 0.1940042405
## [1077,] -0.115650382 0.363533263 -0.312293880 -0.4250136859 -0.1682518975
## [1078,] -0.028670619 -3.482764446 -0.295716619 -0.4256083837 0.1844482905
## [1079,] 0.336644388 0.363533263 -0.295716619 -0.4247087508 0.1798673056
## [1080,] 0.206174743 -0.099876099 -0.295716619 -0.4334168400 -0.1693219171
## [1081,] 0.197476766 0.224510455 -0.295716619 -0.4807729181 -0.1700176838
## [1082,] 0.210523731 -0.099876099 -0.295716619 -0.4437288043 0.1677855110
## [1083,] -0.050415560 -0.099876099 -0.295716619 -0.4506964580 0.1640811320
## [1084,] -0.111301394 0.224510455 -0.295716619 -0.4546397564 -0.1711459063
## [1085,] -0.102603418 -0.424262653 -0.295716619 -0.4573183675 -0.1715763751
## [1086,] -0.059113536 -3.529105382 -0.295716619 -0.4599740528 -0.1719288852
## [1087,] -0.206979134 -0.285239844 -0.312293880 -0.4629098992 -0.1725508800
## [1088,] -1.763916900 0.548897008 -0.312293880 4.0599374635 -0.2055760292
## [1089,] 2.367621865 0.595237945 -0.312293880 4.0091371538 -0.1840636032
## [1090,] 2.237152220 0.595237945 -0.312293880 3.8261682103 0.0298229404
## [1091,] -1.924829463 0.595237945 -0.312293880 -0.0184193209 -0.1842773119
## [1092,] 1.497824230 0.641578881 -0.312293880 -0.3128789097 -0.1992556131
## [1093,] 1.075972377 0.641578881 -0.312293880 -0.3240559223 -0.1235854424
## [1094,] 1.062925413 0.641578881 -0.312293880 -0.3288323659 -0.1996285744
## [1095,] 0.188778790 0.641578881 -0.312293880 -0.3383677030 -0.2071354301
## [1096,] 0.271409565 0.641578881 -0.312293880 -0.3520014907 -0.1265377960
## [1097,] 0.375785281 0.641578881 -0.295716619 -0.3574041331 -0.1275474697
## [1098,] 0.445369092 0.595237945 -0.295716619 -0.3526675891 -0.2000296792
## [1099,] 0.414926175 0.409874200 -0.295716619 -0.3678764309 -0.2001324320
## [1100,] 0.162684861 0.178169518 -0.279139358 -0.4741274509 -0.2002318495
## [1101,] 0.067007121 0.085487646 -0.279139358 -0.3826205890 -0.1316242706
## [1102,] 0.075705097 -0.238898908 -0.279139358 -0.4683275614 -0.2072036812
## [1103,] 0.071356109 0.085487646 -0.279139358 -0.4749489380 -0.2005204088
## [1104,] -0.106952406 0.039146710 -0.262562097 -0.4840478353 -0.1345705216
## [1105,] -0.302656874 0.131828582 -0.262562097 -0.4724994145 -0.2078962405
## [1106,] -0.246120028 -0.053535163 -0.262562097 -0.4748871575 -0.2004932020
## [1107,] -0.059113536 -0.748649207 -0.245984836 -0.4812158813 0.0637889301
## [1108,] -0.024321631 -0.794990143 -0.229407576 -0.4487563898 0.0535442101
## [1109,] 0.067007121 -0.609626398 -0.212830315 -0.4509028756 0.0436842311
## [1110,] 0.306201471 -0.424262653 -0.212830315 -0.4522913102 -0.1829253183
## [1111,] 0.175731825 -3.575446318 -0.179675793 -0.4546815781 0.0251482006
## [1112,] 0.445369092 -0.609626398 -0.146521271 -0.4552795312 0.0164672244
## [1113,] -0.994145994 -1.629126996 0.317642032 -0.2042849567 -0.1829250912
## [1114,] -0.981099029 -1.768149804 0.317642032 -0.2238663234 0.0358968633
## [1115,] -1.155058556 -1.953513549 0.400528336 -0.2449249358 2.1663753314
## [1116,] -0.985448017 -1.675467932 0.450260118 -0.2647364961 0.0231924636
## [1117,] -1.081125757 -1.397422314 0.466837379 -0.2822179658 2.0426317277
## [1118,] -0.746253668 -0.980353888 0.483414640 -0.4677951542 0.0111914662
## [1119,] -0.850629384 -1.443763251 0.499991901 -0.3644279307 -0.1861881017
## [1120,] -0.646226940 -1.953513549 0.533146423 -0.3859568484 -0.0001689160
## [1121,] -0.998494982 -3.714469127 0.549723683 -0.4745848731 -0.0055652810
## [1122,] -0.802790514 -2.231559167 0.566300944 -0.4773602033 1.7639108456
## [1123,] -1.455138740 -0.563285462 -0.312293880 -0.3702578607 2.4253715152
## [1124,] -1.415997846 -0.563285462 -0.312293880 -0.3741397392 2.3709627642
## [1125,] -1.389903917 -0.563285462 -0.312293880 -0.3751115096 2.3170166845
## [1126,] -1.242038319 -0.470603589 -0.312293880 -0.3781678586 2.2641179165
## [1127,] -1.198548438 -0.099876099 -0.312293880 -0.4837868544 -0.1830453006
## [1128,] -1.311622130 -0.609626398 -0.312293880 -0.4835692050 -0.1841980617
## [1129,] -1.172454509 -1.026694824 -0.312293880 -0.4728795956 0.0242808339
## [1130,] -1.133313615 -0.424262653 -0.312293880 -0.4767032684 0.0238339304
## [1131,] -1.111568674 -0.285239844 -0.312293880 -0.4088794005 0.0161845124
## [1132,] -1.324669095 -0.331580780 -0.312293880 -0.4230223243 0.0105880918
## [1133,] -1.476883681 -0.887672015 -0.312293880 -0.4283919870 -0.2077456878
## [1134,] -1.455138740 -0.794990143 -0.312293880 -0.4359080764 -0.1870027153
## [1135,] 1.019435531 -3.529105382 -0.312293880 0.6123881736 -0.2023780907
## [1136,] 1.280374822 -3.529105382 -0.312293880 0.5332869649 -0.1534928116
## [1137,] 0.562791773 0.039146710 -0.312293880 -0.3464830398 -0.1544227525
## [1138,] 0.671516477 0.131828582 -0.312293880 -0.4041782055 -0.2026080639
## [1139,] 1.106415295 0.456215136 -0.312293880 0.2066267587 -0.1562637300
## [1140,] 0.697610406 0.039146710 -0.312293880 0.1623921756 -0.1571697283
## [1141,] 0.345342364 0.085487646 -0.312293880 0.1226828832 -0.1580655082
## [1142,] 0.153986884 0.039146710 -0.295716619 -0.4267347342 -0.2030678257
## [1143,] 0.454067069 0.178169518 -0.312293880 -0.0189539370 -0.2031557049
## [1144,] 0.662818501 0.363533263 -0.312293880 -0.0565953886 -0.2032370272
## [1145,] 1.280374822 0.502556072 -0.295716619 -0.0848856387 -0.1615671491
## [1146,] 0.715006359 0.641578881 -0.312293880 -0.1131846821 -0.2032979266
## [1147,] 1.019435531 0.687919817 -0.295716619 -0.1254703476 -0.1632741507
## [1148,] 0.767194217 0.687919817 -0.312293880 -0.4461226572 -0.2024391463
## [1149,] -0.737555691 -0.516944525 -0.212830315 -0.2948191678 -0.0978967127
## [1150,] -0.511408306 -0.238898908 -0.196253054 -0.4649812383 -0.1002089337
## [1151,] -0.611435034 -0.470603589 -0.163098532 -0.4613767192 -0.1974128900
## [1152,] -0.441824495 -0.563285462 -0.163098532 -0.4695200126 -0.1048004068
## [1153,] -0.772347597 -0.794990143 -0.146521271 -0.3659105370 -0.1977761721
## [1154,] -0.694065810 -0.516944525 -0.146521271 -0.3833571634 -0.1093689450
## [1155,] -0.589690093 -0.980353888 -0.113366750 -0.3823061505 -0.1116434143
## [1156,] -0.676669857 -0.609626398 -0.096789489 -0.4016558952 -0.1139037621
## [1157,] -0.015623654 -0.563285462 -0.080212228 -0.4105721484 -0.1987833620
## [1158,] 0.201825754 -0.563285462 -0.080212228 -0.4782591764 -0.1990075021
## [1159,] 1.058576425 -1.026694824 -0.080212228 -0.4294800595 -0.1205231546
## [1160,] 0.362738317 -0.748649207 -0.096789489 -0.4337501700 -0.2070936761
## [1161,] 0.754147253 -1.073035760 -0.096789489 -0.4404330869 -0.1247695260
## [1162,] 0.314899447 -1.351081378 -0.113366750 -0.4380150189 -0.1268439397
## [1163,] -0.859327360 -1.165717633 -0.146521271 -0.4299518978 -0.1288866475
## [1164,] 1.676132746 0.131828582 -0.295716619 -0.0743479067 -0.1149729869
## [1165,] -1.942225416 0.085487646 -0.295716619 -0.0946394876 -0.1987932683
## [1166,] -2.011809226 0.131828582 -0.312293880 -0.1490509794 -0.1174334472
## [1167,] 1.506522207 0.224510455 -0.312293880 -0.1374979680 -0.1186459866
## [1168,] 1.367354585 0.224510455 -0.312293880 -0.2039439267 -0.1990302383
## [1169,] 1.384750538 0.039146710 -0.312293880 -0.2584926322 -0.1210011537
## [1170,] 0.715006359 0.224510455 -0.312293880 -0.4536497921 -0.1987855618
## [1171,] 0.197476766 0.502556072 -0.312293880 -0.2835367098 -0.1232957477
## [1172,] 0.206174743 0.641578881 -0.295716619 -0.4684875645 -0.1244788663
## [1173,] 0.323597423 0.548897008 -0.295716619 -0.4713256599 -0.1257178886
## [1174,] -0.076509489 0.363533263 -0.295716619 -0.4720766001 -0.2071554129
## [1175,] 0.014819263 0.085487646 -0.312293880 -0.3826499442 -0.2071636303
## [1176,] -0.211328122 0.178169518 -0.312293880 0.0806466250 -0.1515783744
## [1177,] -0.315703838 0.178169518 -0.312293880 0.0886278506 -0.1573637238
## [1178,] -0.337448779 0.502556072 -0.312293880 0.0716068793 -0.1631364705
## [1179,] -0.446173484 0.317192327 -0.295716619 0.0179100540 0.2143951003
## [1180,] -0.285260921 0.409874200 -0.295716619 -0.4394895951 0.2089119773
## [1181,] -0.259166992 0.409874200 -0.279139358 -0.1219161898 -0.2075558790
## [1182,] -0.533153247 0.409874200 -0.279139358 -0.4476471322 -0.1673199271
## [1183,] -0.589690093 0.409874200 -0.279139358 -0.1703410771 0.1935711320
## [1184,] -0.646226940 0.456215136 -0.262562097 -0.2086575608 0.1887062713
## [1185,] -0.537502235 -0.331580780 -0.262562097 -0.2449698026 -0.2040505906
## [1186,] -0.607086046 0.085487646 -0.262562097 -0.2716900597 0.1791015846
## [1187,] -0.589690093 0.456215136 -0.262562097 -0.4660002146 0.1743406688
## [1188,] -0.541851223 -0.794990143 -0.312293880 -0.2372880128 -0.2063766066
## [1189,] -0.607086046 0.224510455 -0.312293880 -0.4609436024 -0.0682013491
## [1190,] -0.650575928 0.178169518 -0.312293880 -0.2600417660 1.1667975744
## [1191,] -0.724508727 0.131828582 -0.312293880 -0.2800228041 -0.0727477047
## [1192,] -0.689716821 -0.238898908 -0.312293880 -0.2994564792 1.1222332759
## [1193,] -0.672320869 0.131828582 -0.312293880 -0.3259605197 -0.0770751713
## [1194,] -0.633179975 0.317192327 -0.312293880 -0.3177585771 -0.0695676202
## [1195,] -0.876723313 0.131828582 -0.312293880 -0.3392628390 -0.0812410577
## [1196,] -0.872374325 0.178169518 -0.312293880 -0.3637413640 -0.0832269961
## [1197,] -0.889770277 0.224510455 -0.312293880 -0.3809143237 1.0164662394
## [1198,] -1.185501473 0.178169518 -0.312293880 -0.4693889222 0.9938188495
## [1199,] -1.176803497 -0.007194227 -0.312293880 -0.4840124639 -0.0897195088
## [1200,] -1.376856953 -0.238898908 -0.312293880 -0.4848726880 -0.1964238237
## [1201,] -1.285528201 -0.238898908 -0.312293880 -0.4016020006 0.9226699706
## [1202,] -1.194199450 -0.285239844 -0.312293880 -0.4729138509 0.8989155475
## [1203,] 0.171382837 0.641578881 -0.312293880 0.7647019426 -0.1538721311
## [1204,] 0.193127778 0.687919817 -0.312293880 -0.3648936235 -0.2025170340
## [1205,] 0.288805518 0.687919817 -0.312293880 0.6604376507 -0.1531422317
## [1206,] 0.323597423 0.687919817 -0.312293880 0.7256211459 -0.1531409402
## [1207,] 0.401879210 0.687919817 -0.312293880 0.6128924878 -0.1534313302
## [1208,] 0.506254927 0.687919817 -0.312293880 0.5194852937 -0.1538234796
## [1209,] 0.401879210 0.687919817 -0.312293880 -0.4726936407 0.3331252066
## [1210,] 0.140939920 0.687919817 -0.312293880 -0.3868727787 -0.2025587596
## [1211,] 0.093101050 0.687919817 -0.312293880 -0.4767607971 0.3333453019
## [1212,] 0.106148015 0.687919817 -0.312293880 -0.4134560487 0.3336884450
## [1213,] 0.101799026 0.687919817 -0.312293880 0.0971729381 0.3339265504
## [1214,] 0.114845991 0.687919817 -0.312293880 0.0111095663 -0.2025417146
## [1215,] 0.158335873 0.687919817 -0.312293880 -0.0321629643 -0.1537070880
## [1216,] -0.041717583 0.641578881 -0.312293880 -0.0509618646 -0.1536856291
## [1217,] -0.198281158 0.641578881 -0.312293880 -0.0935268028 0.3350109469
## [1218,] 1.541314112 0.641578881 -0.312293880 -0.2865566730 -0.2077686936
## [1219,] 1.563059053 0.641578881 -0.312293880 1.3988186799 -0.1872872156
## [1220,] 1.645689828 0.641578881 -0.312293880 -0.2604244945 -0.1864704589
## [1221,] -1.850896664 0.595237945 -0.312293880 1.5362761686 -0.2057591391
## [1222,] -1.963970356 0.641578881 -0.312293880 1.4789796652 -0.2077464258
## [1223,] -1.972668333 0.548897008 -0.312293880 -0.2790247601 -0.1857125437
## [1224,] 1.715273639 0.595237945 -0.312293880 1.6773984016 -0.1858554609
## [1225,] 1.593501970 0.595237945 -0.312293880 -0.2864653189 -0.1860713694
## [1226,] 1.615246911 0.595237945 -0.312293880 1.2422043236 -0.1863648109
## [1227,] 1.750065544 0.409874200 -0.312293880 1.1518849483 -0.2077520744
## [1228,] 1.689179710 0.502556072 -0.312293880 -0.3241962503 -0.1869101811
## [1229,] 1.558710065 0.687919817 -0.312293880 0.8894031326 -0.1872655580
## [1230,] 1.389099526 0.641578881 -0.312293880 0.6375323076 -0.1878217570
## [1231,] 1.367354585 0.595237945 -0.312293880 0.5370484415 -0.1886294306
## [1232,] 1.384750538 0.548897008 -0.312293880 -0.3846003391 -0.1896629758
## [1233,] -0.167838240 0.456215136 -0.312293880 -0.4839493635 -0.1795994356
## [1234,] -0.154791276 0.363533263 -0.312293880 0.3502326323 0.0756462866
## [1235,] -0.206979134 0.317192327 -0.312293880 0.2607521626 -0.2076030261
## [1236,] -0.185234193 0.224510455 -0.312293880 -0.4769781896 -0.1774911732
## [1237,] -0.054764548 0.456215136 -0.312293880 0.2380163391 -0.1760812606
## [1238,] -0.172187229 0.502556072 -0.312293880 -0.4133748593 -0.1743694336
## [1239,] -0.272213957 0.548897008 -0.312293880 -0.3859878773 -0.1719512240
## [1240,] -0.324401815 0.548897008 -0.312293880 0.2307578024 -0.1670533376
## [1241,] -0.154791276 0.595237945 -0.312293880 0.0228926509 -0.1778907168
## [1242,] -0.211328122 0.595237945 -0.312293880 -0.0775291432 0.0946071798
## [1243,] -0.228724075 0.595237945 -0.312293880 -0.1754204329 0.0964814669
## [1244,] -0.285260921 0.595237945 -0.312293880 -0.2432119484 0.0982211392
## [1245,] -0.602737058 0.641578881 -0.312293880 -0.2998595525 -0.1771226257
## [1246,] -0.694065810 0.687919817 -0.312293880 -0.3247067680 -0.1765591744
## [1247,] -0.707112774 0.687919817 -0.312293880 -0.3396569433 0.1105492708
## [1248,] 0.758496241 0.595237945 -0.312293880 0.7459048114 1.8331722812
## [1249,] 0.845476004 0.595237945 -0.295716619 0.8694433152 -0.0042110876
## [1250,] 0.401879210 0.595237945 -0.279139358 0.8355270511 -0.0047111558
## [1251,] 0.284456530 0.595237945 -0.279139358 0.7534620400 -0.0050632401
## [1252,] 0.380134270 0.595237945 -0.295716619 -0.3390622206 1.8194026022
## [1253,] 0.645422548 0.641578881 -0.279139358 0.2611441423 1.8184927719
## [1254,] 0.114845991 0.641578881 -0.279139358 0.5288676053 -0.0053844560
## [1255,] -0.250469016 0.641578881 -0.279139358 -0.4056133279 -0.1876946360
## [1256,] -0.285260921 0.641578881 -0.279139358 -0.4247019788 -0.0043158699
## [1257,] -0.324401815 0.641578881 -0.279139358 -0.0211362950 1.8288983482
## [1258,] -0.333099791 0.595237945 -0.279139358 -0.4490854347 -0.1874368174
## [1259,] -0.150442288 0.548897008 -0.262562097 -0.2257687051 1.8449319516
## [1260,] 0.014819263 0.595237945 -0.279139358 -0.2780119602 -0.1873390035
## [1261,] -0.124348359 0.548897008 -0.279139358 -0.4831576995 -0.0007939622
## [1262,] 0.684563442 0.641578881 -0.262562097 -0.4783469601 -0.0469521774
## [1263,] 0.754147253 0.641578881 -0.245984836 -0.4249910666 -0.1914334314
## [1264,] 0.749798264 0.641578881 -0.212830315 -0.4258694189 -0.1825816216
## [1265,] 0.762845229 0.595237945 -0.113366750 -0.4312266740 -0.2058171150
## [1266,] 0.849824992 0.595237945 0.052405859 -0.4359170391 -0.1902740425
## [1267,] 0.541046832 0.595237945 0.135292163 -0.4380378022 -0.0663660769
## [1268,] 0.741100288 0.595237945 0.284487510 -0.4845252314 -0.1940871492
## [1269,] 1.102066307 0.595237945 0.499991901 -0.4811107182 -0.1945615576
## [1270,] -2.068346073 0.687919817 0.698919031 -0.4551857548 -0.2066546493
## [1271,] 0.380134270 0.502556072 0.848114378 -0.4599290649 -0.0803556525
## [1272,] 0.123543967 0.224510455 0.947577943 -0.4643749418 -0.0828151477
## [1273,] 0.167033849 0.548897008 1.013886987 -0.4664880212 -0.1956457979
## [1274,] -0.772347597 0.178169518 0.997309726 -0.4678878390 -0.1958547238
## [1275,] 0.549744808 -0.980353888 -0.312293880 -0.1208670783 -0.2076967809
## [1276,] 0.414926175 -0.794990143 -0.312293880 -0.1173224447 -0.2076892873
## [1277,] -0.328750803 -0.934012952 -0.312293880 -0.1160237916 -0.2052845747
## [1278,] -0.067811512 -0.887672015 -0.312293880 -0.1414311008 -0.2053062748
## [1279,] -0.111301394 -1.026694824 -0.312293880 -0.1840852945 -0.2077053531
## [1280,] -0.241771039 -1.629126996 -0.312293880 -0.4558177568 -0.2053465669
## [1281,] -0.624481999 -2.694968529 -0.312293880 -0.4536646018 -0.2053650170
## [1282,] -0.307005862 -1.443763251 -0.312293880 -0.4569130711 -0.2053826155
## [1283,] -0.554898188 -2.092536358 -0.312293880 -0.4599262745 -0.2077114700
## [1284,] -0.646226940 -1.629126996 -0.312293880 -0.2609616246 -0.2054160670
## [1285,] -0.654924916 -1.351081378 -0.312293880 -0.2801256297 -0.2054323598
## [1286,] -0.541851223 -0.053535163 -0.312293880 -0.4678271562 -0.2054482411
## [1287,] -0.372240685 0.085487646 -0.312293880 -0.3428589110 -0.2054635688
## [1288,] -0.346146756 0.039146710 -0.312293880 -0.3494764973 -0.2054779883
## [1289,] -0.280911933 0.502556072 -0.312293880 -0.4715397138 -0.2077218730
## [1290,] 1.041180472 0.502556072 -0.295716619 -0.3262622639 -0.2052551681
## [1291,] 1.654387805 0.595237945 -0.295716619 -0.3438945240 -0.2077036500
## [1292,] 1.149905176 0.548897008 -0.245984836 -0.4729112202 -0.2053740575
## [1293,] -0.224375087 0.548897008 -0.245984836 -0.4733141316 -0.2079443100
## [1294,] -0.311354850 0.641578881 -0.245984836 -0.3865733302 -0.2054892002
## [1295,] 0.301852482 0.641578881 -0.179675793 -0.4676287151 -0.2077168773
## [1296,] -0.128697347 0.687919817 -0.179675793 -0.3868602656 -0.2056007949
## [1297,] 0.645422548 0.595237945 -0.129944011 -0.4070359493 -0.2077381942
## [1298,] 0.819382075 0.595237945 -0.129944011 -0.4114829659 -0.2057084440
## [1299,] -1.981366309 0.595237945 -0.063634967 -0.4778858530 -0.2077488101
## [1300,] 1.732669592 0.548897008 -0.063634967 -0.4246016569 -0.2058128856
## [1301,] 2.245850196 0.456215136 -0.063634967 -0.4284360864 -0.2058639356
## [1302,] -0.563596164 0.224510455 -0.279139358 -0.4717353723 -0.0015258911
## [1303,] -0.628830987 0.363533263 -0.279139358 -0.4720431060 -0.2059652691
## [1304,] -0.715810750 0.317192327 -0.262562097 -0.4731289077 -0.1884762808
## [1305,] -0.667971880 0.363533263 -0.262562097 -0.4834286304 -0.2077796359
## [1306,] -0.580992117 0.224510455 -0.262562097 -0.4840056512 -0.0246577801
## [1307,] -0.498361342 0.085487646 -0.245984836 -0.4839241686 -0.1901452467
## [1308,] -0.441824495 0.178169518 -0.229407576 -0.4840313222 -0.1905988349
## [1309,] -0.537502235 0.456215136 -0.212830315 -0.4767063131 -0.0394557673
## [1310,] -0.224375087 0.224510455 -0.212830315 -0.4771907680 -0.0439518251
## [1311,] -0.263515980 -0.007194227 -0.212830315 -0.4175848488 -0.0482875517
## [1312,] -0.119999370 0.131828582 -0.212830315 -0.4210955155 -0.1802102043
## [1313,] -1.994413274 0.409874200 -0.312293880 -0.4796014787 -0.1978423511
## [1314,] -2.103137978 0.502556072 -0.312293880 0.0686477303 -0.1062936712
## [1315,] 1.710924651 0.317192327 -0.312293880 0.0081344829 -0.1977515057
## [1316,] 1.636991852 0.456215136 -0.312293880 0.0747008851 -0.1977015202
## [1317,] -1.763916900 0.317192327 -0.312293880 -0.0134328850 -0.1044869257
## [1318,] 1.715273639 0.502556072 -0.312293880 0.0222485453 -0.2069295697
## [1319,] -1.937876427 0.502556072 -0.312293880 -0.4264814022 -0.1975351430
## [1320,] -2.068346073 0.456215136 -0.312293880 -0.0094031987 -0.1032075828
## [1321,] 1.319515715 0.363533263 -0.312293880 -0.1251555984 -0.1027819537
## [1322,] 1.193395058 0.641578881 -0.312293880 -0.1775808491 -0.1973996485
## [1323,] 0.993341602 0.178169518 -0.312293880 -0.1947388090 -0.1020497977
## [1324,] -1.124615639 0.687919817 -0.312293880 -0.3492756930 -0.2066730852
## [1325,] -1.033286887 0.641578881 -0.312293880 0.8819627184 -0.2066930964
## [1326,] -0.502710330 0.641578881 -0.312293880 0.6342981090 -0.2078443248
## [1327,] -1.120266651 0.687919817 -0.312293880 0.5772026286 -0.2067286909
## [1328,] -1.028937899 0.687919817 -0.312293880 -0.4689259546 -0.2078422811
## [1329,] -1.442091775 0.687919817 -0.312293880 -0.3998880471 -0.2067307204
## [1330,] -1.442091775 0.687919817 -0.312293880 0.4842174258 -0.2067355742
## [1331,] -1.155058556 0.687919817 -0.312293880 0.5741421576 -0.2078485825
## [1332,] -0.968052064 0.687919817 -0.312293880 -0.3791974462 -0.2079576792
## [1333,] -0.889770277 0.687919817 -0.312293880 -0.3811042656 -0.2067937345
## [1334,] -0.776696585 0.687919817 -0.312293880 -0.3824861782 -0.2067991702
## [1335,] -0.572294141 0.687919817 -0.312293880 0.2578385415 -0.2067948274
## [1336,] -0.759300632 0.687919817 -0.312293880 0.2409597576 -0.2067814581
## [1337,] -0.654924916 0.548897008 -0.312293880 0.1827399935 -0.2078544155
## [1338,] -0.580992117 0.641578881 -0.312293880 0.1753953609 -0.2068182448
## [1339,] 2.585071274 -0.053535163 -0.229407576 -0.4781840514 -0.1969115303
## [1340,] 2.450252641 0.363533263 -0.196253054 -0.4787609800 -0.1981446060
## [1341,] 2.298038054 0.317192327 -0.179675793 -0.4360558572 -0.1983669437
## [1342,] 2.619863179 0.224510455 -0.113366750 -0.4461965366 -0.1141341043
## [1343,] -2.016158215 0.085487646 -0.063634967 -0.4810867481 -0.1988032313
## [1344,] 3.119996819 -0.007194227 -0.047057706 -0.4506346857 -0.2070737784
## [1345,] -2.029205179 -0.331580780 -0.013903185 -0.4809780420 -0.1204684430
## [1346,] -2.103137978 -0.934012952 0.035828598 -0.4537512842 -0.1992354600
## [1347,] -0.198281158 0.178169518 -0.312293880 -0.4824352956 -0.2071528583
## [1348,] -0.233073063 0.456215136 -0.312293880 -0.4685920871 -0.1999721008
## [1349,] -0.206979134 0.687919817 -0.312293880 -0.3230545736 -0.2001421537
## [1350,] -0.067811512 0.687919817 -0.312293880 -0.3418637207 -0.2003112842
## [1351,] 0.658469513 -3.482764446 -0.312293880 -0.3741391606 -0.2072206269
## [1352,] 0.854173981 0.363533263 -0.312293880 -0.3840874502 -0.2072362385
## [1353,] 0.006121287 0.224510455 -0.312293880 -0.4740578222 -0.2071965282
## [1354,] 0.201825754 -3.482764446 -0.312293880 -0.4722157483 -0.2072700873
## [1355,] 0.306201471 0.687919817 -0.312293880 -0.4023538536 -0.2011371666
## [1356,] 0.815033087 0.224510455 -0.312293880 -0.4772747212 -0.2013009040
## [1357,] -0.137395323 -3.482764446 -0.312293880 -0.4137008182 -0.2014649820
## [1358,] 0.019168251 -0.007194227 -0.312293880 -0.4201209574 -0.2016289749
## [1359,] 0.410577187 -0.285239844 -0.312293880 -0.4166187881 -0.2017922865
## [1360,] 0.210523731 -0.007194227 -0.312293880 -0.4026886780 -0.2019542072
## [1361,] -0.607086046 0.085487646 -0.312293880 -0.4715545848 -0.2073839810
## [1362,] 1.236884940 -0.331580780 0.284487510 0.0796097703 0.5605008281
## [1363,] 1.228186964 -0.516944525 0.417105597 0.1142326023 0.5486533335
## [1364,] 1.232535952 -0.887672015 0.931000683 0.1727212498 -0.1333672669
## [1365,] 1.154254165 -0.702308270 1.080196030 -0.4109549242 0.5261923427
## [1366,] 1.106415295 -0.563285462 1.494627551 0.1565654532 -0.1231073673
## [1367,] 1.058576425 -0.377921717 2.820808417 0.0281107808 -0.1333772397
## [1368,] 0.780241182 -0.238898908 3.566785155 0.0192200900 0.4953697492
## [1369,] 0.684563442 -0.099876099 4.047525719 0.0487428391 0.4858079475
## [1370,] 0.701959394 -0.099876099 4.329339153 0.0057252993 -0.1395144270
## [1371,] 0.788939158 -0.238898908 4.561420805 -0.0131926524 -0.2012046480
## [1372,] 0.858522969 -0.470603589 4.594575326 -0.0612165494 -0.2079027265
## [1373,] 1.002039578 -0.702308270 4.461957240 -0.1560094736 0.4508145140
## [1374,] 1.280374822 -3.575446318 4.080680241 -0.2655681554 0.4428283108
## [1375,] 1.023784519 -0.609626398 3.649671459 -0.2513311250 0.4351282987
## [1376,] 1.193395058 -0.516944525 3.202085417 -0.4556336787 0.4292231231
## [1377,] 1.454334349 0.595237945 -0.312293880 -0.4591848642 -0.1419910308
## [1378,] 1.367354585 0.548897008 -0.312293880 -0.2304043831 -0.2013525642
## [1379,] 1.493475242 0.595237945 -0.312293880 2.0038743034 -0.1415869314
## [1380,] 1.532616136 0.595237945 -0.312293880 2.2889870080 0.4554199822
## [1381,] 1.567408041 0.595237945 -0.312293880 -0.1594475264 0.4530668872
## [1382,] 1.550012088 0.548897008 -0.312293880 2.3324910412 0.4500304154
## [1383,] 1.236884940 0.595237945 -0.312293880 2.6152810670 -0.1427498401
## [1384,] 1.045529460 0.548897008 -0.312293880 -0.1992539028 -0.1437820937
## [1385,] 0.988992614 0.641578881 -0.312293880 1.9969381642 0.4221335090
## [1386,] 0.941153744 0.548897008 -0.312293880 -0.2539508367 0.4115720579
## [1387,] 1.106415295 0.595237945 -0.312293880 1.6863700237 0.4011937451
## [1388,] 0.884616898 0.641578881 -0.312293880 1.3881039440 0.3907729972
## [1389,] 0.562791773 0.641578881 -0.312293880 -0.3351803726 0.3800423304
## [1390,] 0.558442785 0.548897008 -0.312293880 0.8502670303 -0.2010805391
## [1391,] 0.545395820 0.502556072 -0.312293880 0.7939017437 -0.1431408683
## [1392,] -1.068078792 0.687919817 -0.312293880 -0.4516841288 -0.2079303589
## [1393,] -0.989797005 0.687919817 -0.312293880 -0.4535367561 -0.2079329987
## [1394,] -1.194199450 0.687919817 -0.312293880 -0.4557821572 -0.2079352695
## [1395,] -1.163756532 0.687919817 -0.312293880 -0.4568739025 -0.2079374551
## [1396,] -1.098521710 0.687919817 -0.312293880 -0.2393294380 -0.2079396123
## [1397,] -1.124615639 0.595237945 -0.312293880 -0.4661377537 -0.2076862927
## [1398,] -1.094172722 0.641578881 -0.312293880 -0.4628432315 -0.2076884358
## [1399,] -0.955005100 0.641578881 -0.312293880 -0.3416913248 -0.2076905504
## [1400,] -0.589690093 0.641578881 -0.312293880 -0.3587754115 -0.2079419825
## [1401,] -0.589690093 0.687919817 -0.312293880 -0.3752347034 -0.2076947372
## [1402,] -0.728857715 0.595237945 -0.312293880 -0.4697986765 -0.2076967951
## [1403,] -0.872374325 0.687919817 -0.312293880 -0.3987989671 -0.2079415425
## [1404,] -0.115650382 0.039146710 -0.262562097 0.3484198976 -0.2001932889
## [1405,] 0.001772298 0.085487646 -0.262562097 0.3414579295 -0.2071996931
## [1406,] 0.410577187 -0.007194227 -0.179675793 0.3229708806 -0.2072064629
## [1407,] -0.011274666 0.085487646 -0.312293880 0.2398892466 -0.2004251780
## [1408,] -0.063462524 0.548897008 -0.245984836 -0.4124049982 -0.2072229828
## [1409,] 0.080054086 0.131828582 -0.229407576 0.1636315996 -0.2072228976
## [1410,] -0.015623654 0.039146710 -0.129944011 0.1125952002 -0.2006585148
## [1411,] -0.015623654 -0.007194227 -0.196253054 0.0170238039 -0.2078848866
## [1412,] 0.114845991 -0.007194227 -0.229407576 -0.4390167077 -0.2078925221
## [1413,] 0.358389329 -0.053535163 -0.229407576 -0.1716768503 -0.2008884595
## [1414,] 1.432589408 0.641578881 0.881268900 -0.1831385926 -0.2061303973
## [1415,] 1.610897923 0.641578881 1.295700421 -0.1714263933 -0.1899247115
## [1416,] 1.219488987 0.502556072 1.693554681 -0.1494014761 -0.1902553653
## [1417,] 1.154254165 0.317192327 2.273758810 -0.1421900348 -0.1905803706
## [1418,] 1.093368330 0.224510455 3.251817199 -0.4528440033 -0.2062262526
## [1419,] 1.089019342 0.178169518 5.257665760 -0.4560439450 -0.2062854064
## [1420,] 0.971596661 0.178169518 6.335187714 -0.2373315763 -0.1915221905
## [1421,] 0.671516477 0.131828582 6.418074018 -0.4547393976 -0.1918126090
## [1422,] 0.371436293 0.131828582 6.915391843 -0.2290595622 -0.2063728456
## [1423,] 0.367087305 0.085487646 7.810563928 -0.2345933407 -0.2063251734
## [1424,] -0.033019607 0.085487646 8.009491058 -0.2645891214 -0.2076921826
## [1425,] -0.106952406 0.039146710 8.059222840 -0.4830154794 -0.2053101493
## [1426,] -0.346146756 0.039146710 7.943182015 -0.3695601753 -0.2079428198
## [1427,] -0.367891696 -0.007194227 7.760832145 -0.3597449345 -0.2055154419
## [1428,] -0.302656874 -0.007194227 7.362977885 -0.3423326403 -0.2056780723
## [1429,] 2.598118238 0.641578881 -0.312293880 0.0306875356 -0.1942086075
## [1430,] 2.615514191 0.641578881 -0.312293880 0.0624973489 -0.2066018395
## [1431,] 2.541581392 0.641578881 -0.312293880 4.4936557992 -0.0728672044
## [1432,] 2.498091510 0.641578881 -0.312293880 4.7078882415 -0.0738629553
## [1433,] -0.972401053 -3.529105382 -0.312293880 -0.4625065513 -0.1801060039
## [1434,] -0.946307124 -3.529105382 -0.312293880 -0.3314585939 0.0604786733
## [1435,] -0.802790514 -3.529105382 -0.312293880 -0.3475609463 0.0516742092
## [1436,] -0.641877951 -0.146217035 -0.312293880 -0.4720483007 -0.1826130577
## [1437,] -0.363542708 -0.053535163 -0.312293880 -0.3757997554 0.0391942193
## [1438,] -0.441824495 -0.007194227 -0.312293880 -0.3749507483 -0.2054322179
## [1439,] -0.450522472 -0.099876099 -0.312293880 -0.3753614000 0.0299923547
## [1440,] -0.450522472 -0.007194227 -0.312293880 -0.3824016046 -0.1846679711
## [1441,] 0.401879210 0.595237945 -0.295716619 -0.4750453246 -0.0892825116
## [1442,] 0.345342364 0.548897008 -0.295716619 -0.4837805678 -0.1963633216
## [1443,] 0.188778790 0.456215136 -0.295716619 -0.4018252674 -0.1966220059
## [1444,] 0.010470275 0.548897008 -0.295716619 -0.4122979935 -0.0970428429
## [1445,] 0.193127778 0.409874200 -0.295716619 -0.4206802355 -0.1971244016
## [1446,] -0.011274666 0.409874200 -0.295716619 -0.4269543983 -0.1019126710
## [1447,] -0.163489252 0.085487646 -0.279139358 -0.4783169688 -0.1974711922
## [1448,] -0.263515980 0.085487646 -0.279139358 -0.4804566326 -0.1064603890
## [1449,] -0.111301394 -0.053535163 -0.279139358 -0.4811600453 -0.2078624342
## [1450,] -0.028670619 -0.007194227 -0.279139358 -0.4556220076 -0.1106926816
## [1451,] -0.111301394 0.085487646 -0.279139358 -0.4815962144 -0.1126985602
## [1452,] -0.650575928 0.039146710 -0.279139358 -0.4644269638 -0.1146282117
## [1453,] -0.641877951 0.039146710 -0.279139358 -0.4685161059 -0.1164617098
## [1454,] -0.798441526 0.687919817 -0.312293880 0.0327482123 0.7630264822
## [1455,] -0.850629384 0.687919817 -0.312293880 0.0527392667 -0.1112576940
## [1456,] -0.776696585 0.687919817 -0.312293880 0.0256087742 0.7548971918
## [1457,] -0.798441526 0.687919817 -0.295716619 -0.0065242730 -0.1983853938
## [1458,] -0.933260159 0.687919817 -0.295716619 -0.4348861593 -0.1984198103
## [1459,] -0.802790514 0.687919817 -0.279139358 -0.1179413094 0.7412425419
## [1460,] -0.885421289 0.687919817 -0.279139358 -0.1034641653 -0.1135254787
## [1461,] -1.041984863 0.641578881 -0.262562097 -0.1388794884 0.7315029994
## [1462,] -1.072427781 0.641578881 -0.245984836 -0.1914515888 0.7262312292
## [1463,] -1.046333852 0.641578881 -0.245984836 -0.2328689256 -0.1151154357
## [1464,] -1.063729804 0.641578881 -0.245984836 -0.2532431162 -0.1987129820
## [1465,] -1.033286887 0.641578881 -0.229407576 -0.2794635335 0.7082181024
## [1466,] -0.981099029 0.548897008 -0.212830315 -0.4591784229 -0.1161001450
## [1467,] -1.146360580 0.548897008 -0.196253054 -0.3200521504 0.6938606748
## [1468,] -1.111568674 0.595237945 -0.196253054 -0.4826172243 -0.1186170625
## [1469,] -1.946574404 -0.331580780 -0.312293880 -0.3845028330 -0.1907569805
## [1470,] -2.029205179 -0.099876099 -0.312293880 -0.4747572005 -0.1911607250
## [1471,] -2.111835954 -0.053535163 -0.312293880 -0.3876170585 -0.2063279693
## [1472,] -2.259701552 -0.794990143 -0.312293880 -0.4750363842 -0.1919106925
## [1473,] -2.190117741 -0.563285462 -0.312293880 -0.4109628998 -0.2062724062
## [1474,] -2.068346073 -0.563285462 -0.312293880 -0.4190277359 -0.2076968944
## [1475,] -2.268399529 -0.238898908 -0.312293880 -0.4289260735 -0.2077169057
## [1476,] -0.307005862 0.131828582 -0.163098532 -0.4796050838 -0.1053742469
## [1477,] -0.363542708 -0.007194227 -0.080212228 -0.4345277482 -0.1974254928
## [1478,] -0.367891696 -0.007194227 -0.047057706 -0.4358997910 -0.1106173768
## [1479,] -0.324401815 0.039146710 0.102137641 -0.4360174345 -0.1131748420
## [1480,] -0.254818004 -0.053535163 0.301064771 -0.4425019339 -0.1987027494
## [1481,] 0.297503494 -0.285239844 0.383951075 -0.4414804036 -0.1989792167
## [1482,] -0.098254430 -0.146217035 0.466837379 -0.4402826725 -0.1205191950
## [1483,] -0.337448779 -3.529105382 -0.312293880 -0.1197014713 -0.2077457020
## [1484,] -0.424428543 -0.099876099 -0.312293880 -0.1132351013 -0.2077521453
## [1485,] -0.628830987 -0.331580780 -0.312293880 -0.4456721802 -0.2077574958
## [1486,] -0.589690093 -0.099876099 -0.312293880 -0.4462258450 -0.2077628038
## [1487,] -0.594039081 -0.099876099 -0.312293880 -0.1758844288 -0.2077690484
## [1488,] -0.559247176 -0.007194227 -0.312293880 -0.4817212826 -0.2079503276
## [1489,] -0.359193720 0.085487646 -0.312293880 -0.1893868398 -0.2079677700
## [1490,] -0.059113536 0.131828582 -0.312293880 -0.2294997322 -0.2077943109
## [1491,] -0.150442288 0.178169518 -0.312293880 -0.2329672789 -0.2078037914
## [1492,] 0.245315636 0.224510455 -0.312293880 -0.2589149319 -0.2079534925
## [1493,] -0.472267413 -3.482764446 -0.312293880 -0.2859604278 -0.2079676139
## [1494,] -0.024321631 -3.482764446 -0.312293880 -0.4650020577 -0.2065534435
## [1495,] -0.285260921 -0.007194227 -0.312293880 -0.3244702062 -0.2065620299
## [1496,] -0.128697347 0.224510455 -0.312293880 -0.3248594409 -0.2065701621
## [1497,] -0.524455271 0.317192327 -0.312293880 -0.4620778739 -0.2078294370
## [1498,] -0.011274666 0.363533263 -0.279139358 1.1989657284 -0.1887462196
## [1499,] 0.010470275 0.363533263 -0.279139358 -0.3135439504 -0.1888348510
## [1500,] -0.076509489 0.363533263 -0.262562097 1.1839157691 -0.1889293722
## [1501,] -0.154791276 -3.482764446 -0.262562097 -0.3147513615 -0.1890258803
## [1502,] -0.289609909 -3.482764446 -0.262562097 0.9688053904 -0.2077811971
## [1503,] 0.223570695 -3.482764446 -0.295716619 -0.3578936942 -0.1892127938
## [1504,] -0.676669857 -3.482764446 -0.279139358 1.3612951074 -0.1893014394
## [1505,] -0.494012353 0.178169518 -0.212830315 -0.3409621421 -0.2077720430
## [1506,] -0.637528963 0.363533263 -0.229407576 -0.3546622466 -0.2060800570
## [1507,] -0.280911933 0.502556072 -0.245984836 0.5888074612 -0.1895631183
## [1508,] -0.320052827 0.456215136 -0.163098532 -0.4737330136 -0.2061312773
## [1509,] -0.359193720 0.317192327 -0.245984836 -0.4079430087 -0.2061466476
## [1510,] -0.415730566 0.548897008 0.002674076 -0.4196973854 -0.1898341500
## [1511,] 0.454067069 0.641578881 -0.312293880 -0.1127885528 -0.1921537368
## [1512,] 0.567140761 0.641578881 -0.312293880 -0.1190807991 -0.1921514660
## [1513,] 0.532348856 0.595237945 -0.312293880 -0.1244763079 -0.1811933949
## [1514,] 0.519301891 0.641578881 -0.312293880 -0.1140755046 -0.1829702939
## [1515,] 0.254013613 0.641578881 -0.312293880 -0.4489303727 -0.1846951778
## [1516,] 0.097450038 0.687919817 -0.312293880 -0.1251365503 -0.1863712542
## [1517,] -0.141744311 0.687919817 -0.312293880 -0.4473809666 -0.2058786389
## [1518,] -0.137395323 0.641578881 -0.312293880 -0.1557915020 -0.2061262816
## [1519,] -0.137395323 0.687919817 -0.312293880 -0.1912111080 -0.1909936808
## [1520,] -0.167838240 0.641578881 -0.312293880 -0.2066478115 -0.2063732998
## [1521,] -0.141744311 0.595237945 -0.312293880 -0.2137694274 -0.2078027695
## [1522,] -0.259166992 0.502556072 -0.312293880 -0.2443435904 -0.0669020944
## [1523,] -0.276562945 0.548897008 -0.312293880 -0.2805390561 -0.0679715179
## [1524,] -0.289609909 0.641578881 -0.312293880 -0.2885262792 -0.1940814439
## [1525,] -0.241771039 0.595237945 -0.312293880 -0.2921005736 -0.0703150898
## [1526,] -0.237422051 0.548897008 -0.312293880 0.5717367062 -0.1969900709
## [1527,] -0.250469016 0.641578881 -0.312293880 0.6079613531 0.8676322138
## [1528,] -0.311354850 0.595237945 -0.312293880 -0.3828586465 0.8503534854
## [1529,] -0.289609909 0.595237945 -0.312293880 0.5032373935 -0.1036634986
## [1530,] -0.150442288 0.595237945 -0.312293880 -0.3392729587 0.8185206657
## [1531,] 0.367087305 0.548897008 -0.312293880 -0.4034134080 0.8045024499
## [1532,] 0.323597423 0.548897008 -0.312293880 -0.4688383553 -0.2069133195
## [1533,] 0.193127778 0.548897008 -0.312293880 -0.3996670745 0.7797807031
## [1534,] -0.063462524 -3.482764446 -0.312293880 -0.4122694235 -0.1103780509
## [1535,] -0.220026098 -3.482764446 -0.312293880 0.1584470722 -0.1983281559
## [1536,] -0.254818004 0.039146710 -0.312293880 -0.4793787242 -0.1983493168
## [1537,] -0.267864968 -0.748649207 -0.312293880 -0.0738520698 -0.1984809084
## [1538,] -0.259166992 -0.285239844 -0.312293880 -0.4530766069 -0.1155155612
## [1539,] -0.346146756 0.178169518 -0.312293880 -0.2131767183 0.7030594880
## [1540,] -0.437475507 0.039146710 -0.312293880 -0.1088784304 -0.1182154184
## [1541,] -1.415997846 0.641578881 -0.312293880 0.2088144645 -0.1303907691
## [1542,] -1.668239161 0.641578881 -0.312293880 -0.4210220190 -0.1318094952
## [1543,] -1.737822971 0.595237945 -0.312293880 0.0966574348 -0.1332065638
## [1544,] -1.729124995 0.595237945 -0.312293880 0.0073150340 -0.2006256878
## [1545,] -1.724776007 0.548897008 -0.312293880 -0.0981885408 -0.2071362958
## [1546,] -1.772614877 0.548897008 -0.312293880 -0.4469865206 -0.2078874412
## [1547,] -1.750869936 0.548897008 -0.312293880 -0.4506456277 -0.1379195236
## [1548,] -1.650843208 0.641578881 -0.312293880 -0.4827212160 -0.2010560572
## [1549,] -1.329018083 0.641578881 -0.312293880 -0.2988317868 -0.2072868201
## [1550,] -1.063729804 0.687919817 -0.312293880 -0.4698121351 -0.1404900599
## [1551,] -0.720159739 0.595237945 -0.312293880 -0.3583261164 -0.2012510462
## [1552,] -0.915864206 -0.053535163 -0.312293880 -0.3731424870 -0.1418936853
## [1553,] -1.137662603 0.641578881 -0.312293880 -0.4006757093 -0.2079042308
## [1554,] 0.549744808 -0.285239844 0.201601206 -0.4223511157 0.3431674299
## [1555,] 0.658469513 -0.285239844 0.334219293 -0.4272901946 0.3250067024
## [1556,] 0.706308383 -0.285239844 0.433682858 -0.4285750509 -0.1563549302
## [1557,] 1.715273639 -0.099876099 0.798382596 -0.4340954193 -0.1569673026
## [1558,] 2.280642102 -3.529105382 0.997309726 -0.4331716537 0.2733664429
## [1559,] 1.075972377 -0.238898908 1.013886987 -0.4286247280 0.2571411858
## [1560,] 1.367354585 -0.609626398 1.030464248 -0.4458333565 0.2414160536
## [1561,] 1.654387805 -0.516944525 1.063618769 -0.4813716745 -0.2028677133
## [1562,] 1.697877686 -0.934012952 1.096773291 -0.4557004192 -0.1660218362
## [1563,] 1.480428278 -0.934012952 1.113350552 -0.4575016867 -0.1674590691
## [1564,] 1.280374822 -1.026694824 1.146505073 -0.4599024812 0.1832917684
## [1565,] 0.688912430 -1.165717633 1.229391378 -0.4642801210 -0.1701827553
## [1566,] 0.793288146 -1.258399505 1.328854943 -0.4829067443 -0.1714690666
## [1567,] 0.497556950 -2.833991338 -0.295716619 -0.4576001479 0.4345465535
## [1568,] 0.745449276 -0.377921717 -0.295716619 -0.4475741593 -0.2015136335
## [1569,] 0.658469513 -0.377921717 -0.295716619 -0.1490611272 -0.2014989160
## [1570,] 0.445369092 -3.668128191 -0.295716619 -0.1739536417 -0.2073202289
## [1571,] 0.806335111 -1.490104187 -0.295716619 -0.2266392610 -0.2073185826
## [1572,] 0.801986122 -0.609626398 -0.279139358 -0.2632079790 -0.2073092724
## [1573,] 0.293154506 -3.482764446 -0.262562097 -0.1459278697 -0.2014045509
## [1574,] 0.175731825 0.641578881 -0.212830315 -0.4528918737 -0.2013569639
## [1575,] 0.188778790 0.641578881 -0.196253054 -0.4646993719 -0.1415667783
## [1576,] 0.197476766 0.548897008 -0.179675793 -0.3256663288 -0.2012777705
## [1577,] 0.284456530 0.687919817 -0.163098532 -0.3658692922 -0.2012351792
## [1578,] 0.423624151 0.595237945 -0.179675793 -0.4720770784 -0.1401117765
## [1579,] 0.127892955 0.687919817 -0.179675793 -0.4083824670 -0.2072852589
## [1580,] -0.128697347 0.687919817 -0.196253054 -0.4781580170 0.4829697574
## [1581,] -0.159140264 0.687919817 -0.212830315 -0.4296170411 0.4899521624
## [1582,] 1.141207200 0.502556072 -0.312293880 0.9735067637 -0.1594382226
## [1583,] 1.184697082 0.456215136 -0.312293880 0.9859989018 -0.2079202256
## [1584,] 1.210791011 0.502556072 -0.312293880 -0.3462342776 -0.1597613687
## [1585,] 1.128160236 0.502556072 -0.312293880 0.7494373274 -0.1599196562
## [1586,] 1.162952141 0.502556072 -0.312293880 0.5552662578 -0.1600787385
## [1587,] 1.228186964 0.502556072 -0.312293880 0.3354108988 -0.1602442215
## [1588,] 0.962898685 0.456215136 -0.312293880 -0.4011641506 -0.2032035474
## [1589,] 0.988992614 0.456215136 -0.312293880 -0.4780744317 -0.1605708447
## [1590,] 2.267595137 0.502556072 -0.312293880 0.0271738940 -0.2032415971
## [1591,] 2.258897161 0.548897008 -0.312293880 -0.4394496919 -0.1607713687
## [1592,] 2.450252641 0.456215136 -0.312293880 -0.1262335278 -0.2032507796
## [1593,] 0.245315636 0.317192327 -0.312293880 -0.1693556956 -0.1607710139
## [1594,] 0.532348856 0.502556072 -0.312293880 -0.4424283045 -0.1607406990
## [1595,] 0.654120525 0.456215136 -0.312293880 0.0623345947 -0.2032476998
## [1596,] 0.810684099 -3.482764446 -0.312293880 0.1137920143 -0.1608333468
## [1597,] -0.050415560 0.687919817 -0.312293880 -0.4828016466 -0.2074363793
## [1598,] 0.158335873 0.687919817 -0.312293880 -0.4678047560 -0.2075093990
## [1599,] 0.232268672 0.687919817 -0.312293880 -0.4698161829 -0.2037439787
## [1600,] -0.133046335 0.687919817 -0.312293880 -0.3486493348 -0.2038057297
## [1601,] -0.267864968 0.687919817 -0.295716619 -0.3649570355 -0.2039160044
## [1602,] 0.153986884 0.641578881 -0.295716619 -0.3792963092 -0.2040288337
## [1603,] -0.015623654 0.641578881 -0.279139358 -0.4691349334 -0.2075818369
## [1604,] -0.063462524 0.548897008 -0.279139358 -0.4777450909 -0.2075883654
## [1605,] -0.202630146 0.548897008 -0.262562097 -0.4280054723 -0.1703765805
## [1606,] -0.367891696 0.687919817 -0.279139358 -0.4373735379 -0.2075983142
## [1607,] -0.367891696 0.687919817 -0.279139358 -0.4444890551 -0.1712620425
## [1608,] -0.341797767 0.641578881 -0.279139358 -0.4505007768 -0.1716831301
## [1609,] -0.224375087 0.687919817 -0.295716619 -0.4516144559 -0.1721029404
## [1610,] -0.328750803 -0.934012952 -0.312293880 -0.2106733879 -0.2076023165
## [1611,] -0.885421289 -0.934012952 -0.312293880 -0.2090196239 -0.2043770010
## [1612,] -0.981099029 -0.934012952 -0.312293880 -0.2097826734 -0.2044572872
## [1613,] -0.915864206 -0.887672015 -0.312293880 -0.1995586423 -0.2045369632
## [1614,] -0.541851223 -0.887672015 -0.312293880 -0.2265798343 -0.2046160998
## [1615,] -0.894119266 -0.841331079 -0.312293880 -0.2546720025 -0.2076321204
## [1616,] -0.998494982 -0.794990143 -0.312293880 -0.2499211811 -0.2076498751
## [1617,] -0.994145994 -0.794990143 -0.312293880 -0.2764632481 -0.2048480315
## [1618,] -0.868025336 -0.748649207 -0.312293880 -0.4634105911 -0.2049235207
## [1619,] -0.907166230 -0.748649207 -0.312293880 -0.3206370298 -0.2079280030
## [1620,] -0.798441526 -0.702308270 -0.312293880 -0.3292190258 -0.2076270396
## [1621,] -0.763649620 -0.702308270 -0.312293880 -0.4712052729 -0.2051459152
## [1622,] -1.059380816 -3.575446318 -0.312293880 -0.3670384915 -0.2052169906
## [1623,] -1.124615639 -3.575446318 -0.312293880 -0.3662819068 -0.2077010386
## [1624,] -1.163756532 -0.609626398 -0.312293880 -0.3569378172 -0.2077062330
## [1625,] -0.420079555 0.085487646 0.383951075 -0.3334945100 -0.1857873801
## [1626,] -0.420079555 -0.238898908 0.466837379 -0.4688293269 -0.1864636891
## [1627,] -0.454871460 -0.285239844 0.599455466 -0.3338383680 0.0006572644
## [1628,] -0.737555691 -0.146217035 0.715496292 -0.3417084651 -0.0055189855
## [1629,] -0.672320869 -0.053535163 0.798382596 -0.3575160355 -0.2060035743
## [1630,] -0.533153247 0.456215136 1.179659595 -0.3857579372 -0.0169912320
## [1631,] -0.472267413 0.131828582 1.643822898 -0.3656662531 -0.1883484927
## [1632,] -0.689716821 -3.529105382 1.925636333 -0.4750341016 -0.0273579496
## [1633,] 0.067007121 -0.146217035 2.306913332 -0.4838729538 -0.0322192338
## [1634,] 0.697610406 -0.099876099 2.489263201 -0.4247783634 -0.1901986243
## [1635,] 0.210523731 0.317192327 0.715496292 -0.4739111713 0.0107585137
## [1636,] 0.401879210 0.502556072 0.798382596 -0.4753269404 -0.2057633968
## [1637,] 0.319248435 0.502556072 1.129927813 -0.4017448195 -0.1870809863
## [1638,] 0.153986884 0.409874200 1.875904550 -0.4118286063 -0.0037890349
## [1639,] -0.254818004 0.224510455 2.273758810 -0.4228336093 -0.1868753246
## [1640,] 0.132241944 -0.516944525 2.671613070 -0.4792833424 -0.1883615213
## [1641,] -0.433126519 -0.424262653 3.069467330 -0.4566398505 -0.0155428722
## [1642,] -0.646226940 -0.516944525 3.599939677 -0.4504251185 -0.1890512705
## [1643,] -0.363542708 -3.575446318 4.113834762 -0.4488742148 -0.0217052278
## [1644,] 0.210523731 -0.748649207 4.694038891 -0.4462626970 -0.2061327391
## [1645,] 0.510603915 -0.887672015 5.241088499 -0.4454260825 -0.0266265174
## [1646,] 0.245315636 -0.748649207 5.754983585 -0.4455145722 -0.0286647405
## [1647,] 0.249664624 -0.609626398 6.268878671 -0.4800219147 -0.2061881887
## [1648,] 0.088752062 -0.424262653 6.650155670 -0.4372157760 -0.0324644922
## [1649,] 0.497556950 -0.285239844 6.882237321 -0.4373228206 -0.0345069730
## thinness 1-19 years thinness 5-9 years Income composition of resources
## [1,] 2.68509460 2.66284604 -0.833209374
## [2,] 2.75032293 2.70582207 -0.849594872
## [3,] 2.79380849 2.74879810 -0.882365869
## [4,] 2.83729404 2.81326215 -0.920598698
## [5,] 2.90252237 2.85623818 -0.969755193
## [6,] 2.94600793 2.89921422 -1.002526189
## [7,] 2.98949349 2.96367827 -1.078991847
## [8,] 3.03297904 3.00665430 -1.084453680
## [9,] 3.07646460 3.04963033 -1.182766669
## [10,] 3.11995015 3.09260636 -1.237384997
## [11,] 3.14169293 3.13558239 -1.286541491
## [12,] 3.18517848 3.17855843 -1.368468983
## [13,] 3.22866404 3.22153446 -1.412163644
## [14,] 3.27214960 -0.58184440 -1.586942292
## [15,] -0.59806483 -0.53886836 -1.592404125
## [16,] -0.55457928 -0.51738035 -1.603327790
## [17,] -0.79374983 -0.77523654 0.712489291
## [18,] -0.79374983 -0.77523654 0.707027458
## [19,] -0.77200706 -0.75374852 0.696103792
## [20,] -0.77200706 -0.75374852 0.657870963
## [21,] -0.75026428 -0.73226051 0.581405305
## [22,] -0.75026428 -0.73226051 0.510401479
## [23,] -0.72852150 -0.71077249 0.488554148
## [24,] -0.70677872 -0.71077249 0.444859486
## [25,] -0.70677872 -0.68928448 0.390241159
## [26,] -0.68503594 -0.66779646 0.352008330
## [27,] -0.66329317 -0.66779646 0.291928170
## [28,] -0.66329317 -0.64630844 0.270080839
## [29,] -0.64155039 -0.62482043 0.231848010
## [30,] -0.61980761 -0.60333241 0.210000679
## [31,] -0.59806483 -0.60333241 0.166306017
## [32,] -0.59806483 -0.58184440 0.133535020
## [33,] 0.24990350 0.19172419 0.597790803
## [34,] 0.22816072 0.19172419 0.575943472
## [35,] 0.22816072 0.19172419 0.548634309
## [36,] 0.22816072 0.19172419 0.504939647
## [37,] 0.22816072 0.19172419 0.450321319
## [38,] 0.24990350 0.21321220 0.401164825
## [39,] 0.24990350 0.21321220 0.357470163
## [40,] 0.24990350 0.21321220 0.319237334
## [41,] 0.27164627 0.23470022 0.297390003
## [42,] 0.27164627 0.23470022 0.264619006
## [43,] 0.29338905 0.25618823 0.226386177
## [44,] 0.79347294 0.72892459 -0.571041403
## [45,] 0.81521572 0.77190062 -0.592888734
## [46,] 0.85870127 0.79338864 -0.674816225
## [47,] 0.88044405 0.83636467 -0.745820050
## [48,] 0.92392960 0.87934070 -0.784052880
## [49,] 0.96741516 0.92231673 -0.827747541
## [50,] 1.01090072 0.96529277 -0.893289534
## [51,] 1.03264349 1.00826880 -0.969755193
## [52,] -0.83723539 -0.86118861 1.056584753
## [53,] -0.83723539 -0.86118861 1.045661088
## [54,] -0.83723539 -0.86118861 1.040199255
## [55,] -0.83723539 -0.86118861 1.007428258
## [56,] -0.83723539 -0.86118861 0.930962600
## [57,] -0.83723539 -0.86118861 0.887267938
## [58,] -0.83723539 -0.86118861 0.876344273
## [59,] -0.81549261 -0.86118861 0.854496942
## [60,] -0.81549261 -0.86118861 0.821725945
## [61,] -0.81549261 -0.83970059 0.810802280
## [62,] -0.81549261 -0.83970059 0.783493116
## [63,] -0.79374983 -0.83970059 0.756183953
## [64,] -0.79374983 -0.83970059 0.788954949
## [65,] -0.59806483 -0.60333241 0.586867138
## [66,] -0.59806483 -0.60333241 0.570481639
## [67,] -0.61980761 -0.60333241 0.548634309
## [68,] -0.61980761 -0.60333241 0.532248810
## [69,] -0.61980761 -0.60333241 0.483092316
## [70,] -0.61980761 -0.60333241 0.510401479
## [71,] -0.61980761 -0.60333241 0.488554148
## [72,] -0.61980761 -0.60333241 0.412088490
## [73,] -0.61980761 -0.60333241 0.330160999
## [74,] -0.61980761 -0.60333241 0.259157173
## [75,] -0.61980761 -0.60333241 0.199077013
## [76,] -0.61980761 -0.60333241 0.138996853
## [77,] -0.59806483 -0.60333241 0.073454860
## [78,] -0.59806483 -0.60333241 0.067993028
## [79,] -0.59806483 -0.58184440 0.040683864
## [80,] -0.92420650 -0.92565265 1.662848187
## [81,] -0.92420650 -0.92565265 1.646462689
## [82,] -0.92420650 -0.92565265 1.630077191
## [83,] -0.92420650 -0.92565265 1.613691692
## [84,] -0.90246372 -0.92565265 1.613691692
## [85,] -0.90246372 -0.92565265 1.602768027
## [86,] -0.90246372 -0.92565265 1.580920696
## [87,] -0.90246372 -0.92565265 1.564535198
## [88,] -0.90246372 -0.92565265 1.548149700
## [89,] -0.90246372 -0.92565265 1.520840536
## [90,] -0.90246372 -0.92565265 1.509916870
## [91,] -0.90246372 -0.90416464 1.493531372
## [92,] -0.90246372 -0.90416464 1.477145874
## [93,] -0.90246372 -0.90416464 1.460760376
## [94,] -0.66329317 -0.62482043 1.422527547
## [95,] -0.66329317 -0.62482043 1.395218383
## [96,] -0.66329317 -0.62482043 1.378832885
## [97,] -0.68503594 -0.62482043 1.356985554
## [98,] -0.68503594 -0.64630844 1.313290892
## [99,] -0.68503594 -0.64630844 1.302367226
## [100,] -0.68503594 -0.64630844 1.269596230
## [101,] -0.68503594 -0.64630844 1.247748899
## [102,] -0.68503594 -0.64630844 1.214977903
## [103,] -0.68503594 -0.64630844 1.182206906
## [104,] -0.68503594 -0.64630844 1.143974077
## [105,] -0.68503594 -0.64630844 1.122126746
## [106,] -0.68503594 -0.64630844 1.176745073
## [107,] -0.68503594 -0.64630844 1.122126746
## [108,] -0.68503594 -0.64630844 1.100279415
## [109,] -0.44586539 -0.43142828 0.657870963
## [110,] -0.44586539 -0.45291630 0.619638134
## [111,] -0.44586539 -0.45291630 0.603252636
## [112,] -0.44586539 -0.43142828 0.597790803
## [113,] -0.44586539 -0.43142828 0.575943472
## [114,] -0.44586539 -0.43142828 0.526786978
## [115,] -0.44586539 -0.43142828 0.477630483
## [116,] -0.44586539 -0.43142828 0.417550323
## [117,] -0.42412261 -0.43142828 0.275542672
## [118,] -0.42412261 -0.40994027 0.237309842
## [119,] -0.40237983 -0.40994027 0.199077013
## [120,] -0.40237983 -0.40994027 0.149920519
## [121,] -0.38063706 -0.38845225 0.106225857
## [122,] 2.88077960 2.94219025 -0.336182595
## [123,] 2.92426515 2.98516628 -0.363491759
## [124,] 2.96775071 3.02814231 -0.407186421
## [125,] 3.01123626 3.07111835 -0.472728414
## [126,] 3.05472182 3.11409438 -0.527346741
## [127,] 3.09820737 3.17855843 -0.592888734
## [128,] 3.14169293 3.22153446 -0.609274232
## [129,] 3.18517848 -0.60333241 -0.647507061
## [130,] 3.22866404 -0.56035638 -0.685739890
## [131,] 3.27214960 -0.51738035 -0.723972719
## [132,] -0.59806483 -0.47440431 -0.767667381
## [133,] -0.55457928 -0.43142828 -0.805900211
## [134,] -0.64155039 -0.62482043 0.898191604
## [135,] -0.61980761 -0.62482043 0.898191604
## [136,] -0.61980761 -0.60333241 0.881806106
## [137,] -0.61980761 -0.60333241 0.849035109
## [138,] -0.61980761 -0.58184440 0.810802280
## [139,] -0.59806483 -0.58184440 0.761645785
## [140,] -0.59806483 -0.56035638 0.674256461
## [141,] -0.57632206 -0.56035638 0.586867138
## [142,] -0.57632206 -0.53886836 0.499477814
## [143,] -0.55457928 -0.51738035 0.444859486
## [144,] -0.53283650 -0.51738035 0.390241159
## [145,] -0.51109372 -0.49589233 0.346546497
## [146,] -0.51109372 -0.47440431 0.302851835
## [147,] -0.48935095 -0.47440431 0.270080839
## [148,] -0.46760817 -0.45291630 0.237309842
## [149,] -0.83723539 -0.83970059 1.411603881
## [150,] -0.83723539 -0.86118861 1.406142048
## [151,] -0.85897817 -0.86118861 1.389756550
## [152,] -0.85897817 -0.86118861 1.378832885
## [153,] -0.85897817 -0.86118861 1.346061888
## [154,] -0.85897817 -0.86118861 1.335138223
## [155,] -0.88072094 -0.88267662 1.324214557
## [156,] -0.88072094 -0.88267662 1.307829059
## [157,] -0.88072094 -0.88267662 1.275058063
## [158,] -0.88072094 -0.88267662 1.253210732
## [159,] -0.88072094 -0.88267662 1.356985554
## [160,] -0.88072094 -0.88267662 1.346061888
## [161,] -0.88072094 -0.88267662 1.329676390
## [162,] -0.88072094 -0.88267662 1.318752725
## [163,] -0.88072094 -0.88267662 1.296905394
## [164,] -0.31540872 -0.32398820 0.401164825
## [165,] -0.31540872 -0.32398820 0.406626657
## [166,] -0.29366595 -0.32398820 0.384779326
## [167,] -0.29366595 -0.32398820 0.373855661
## [168,] -0.29366595 -0.32398820 0.373855661
## [169,] -0.29366595 -0.32398820 0.373855661
## [170,] -0.29366595 -0.32398820 0.368393828
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## [492,] 1.09787183 1.07273285 -3.449427256
## [493,] -0.64155039 -0.64630844 1.247748899
## [494,] -0.64155039 -0.64630844 1.225901568
## [495,] -0.64155039 -0.64630844 1.193130572
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## [511,] 1.40227071 1.30910102 -1.472243805
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## [515,] -0.18495206 -0.25952415 0.423012156
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## [520,] -0.16320928 -0.23803614 0.346546497
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## [523,] -0.14146650 -0.21654812 0.313775501
## [524,] -0.14146650 -0.21654812 0.302851835
## [525,] -0.11972372 -0.19506011 0.281004504
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## [528,] -0.92420650 -0.92565265 1.395218383
## [529,] -0.92420650 -0.92565265 1.384294717
## [530,] -0.92420650 -0.92565265 1.367909219
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## [532,] -0.92420650 -0.92565265 1.351523721
## [533,] -0.92420650 -0.92565265 1.340600056
## [534,] -0.92420650 -0.92565265 1.318752725
## [535,] -0.92420650 -0.92565265 1.302367226
## [536,] -0.92420650 -0.92565265 1.247748899
## [537,] -0.92420650 -0.92565265 1.231363401
## [538,] -0.92420650 -0.92565265 1.204054237
## [539,] -0.90246372 -0.92565265 1.198592404
## [540,] -0.90246372 -0.92565265 1.187668739
## [541,] -0.90246372 -0.92565265 1.160359575
## [542,] 0.27164627 0.23470022 0.302851835
## [543,] 0.29338905 0.25618823 0.253695341
## [544,] 0.31513183 0.27767625 0.204538846
## [545,] 0.33687461 0.29916427 0.177229682
## [546,] 0.35861738 0.32065228 0.155382351
## [547,] 0.40210294 0.34214030 0.111687689
## [548,] 0.42384572 0.36362831 0.106225857
## [549,] 0.44558850 0.40660435 0.073454860
## [550,] 0.48907405 0.42809236 0.078916693
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## [552,] -0.46760817 -0.45291630 0.696103792
## [553,] -0.46760817 -0.45291630 0.674256461
## [554,] -0.48935095 -0.45291630 0.641485465
## [555,] -0.48935095 -0.45291630 0.603252636
## [556,] -0.48935095 -0.45291630 0.581405305
## [557,] -0.48935095 -0.45291630 0.559557974
## [558,] -0.48935095 -0.45291630 0.565019807
## [559,] -0.46760817 -0.43142828 0.494015981
## [560,] -0.46760817 -0.43142828 0.450321319
## [561,] -0.44586539 -0.43142828 0.390241159
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## [563,] -0.42412261 -0.40994027 0.286466337
## [564,] -0.42412261 -0.40994027 0.248233508
## [565,] -0.40237983 -0.38845225 0.226386177
## [566,] -0.38063706 -0.38845225 -3.449427256
## [567,] -0.81549261 -0.81821257 1.575458863
## [568,] -0.81549261 -0.81821257 1.569997031
## [569,] -0.81549261 -0.81821257 1.553611532
## [570,] -0.81549261 -0.81821257 1.531764201
## [571,] -0.81549261 -0.81821257 1.504455038
## [572,] -0.81549261 -0.81821257 1.498993205
## [573,] -0.81549261 -0.81821257 1.482607707
## [574,] -0.81549261 -0.81821257 1.455298543
## [575,] -0.81549261 -0.81821257 1.422527547
## [576,] -0.81549261 -0.81821257 1.378832885
## [577,] -0.81549261 -0.81821257 1.340600056
## [578,] -0.81549261 -0.81821257 1.313290892
## [579,] -0.79374983 -0.81821257 1.285981728
## [580,] -0.79374983 -0.81821257 1.247748899
## [581,] -0.79374983 -0.79672456 1.220439735
## [582,] 0.33687461 0.29916427 -0.303411599
## [583,] 0.38036016 0.32065228 -0.336182595
## [584,] 0.40210294 0.36362831 -0.374415424
## [585,] 0.44558850 0.40660435 -0.423571919
## [586,] 0.48907405 0.44958038 -0.461804748
## [587,] 0.53255961 0.49255641 -0.489113912
## [588,] 0.57604516 0.53553244 -0.554655905
## [589,] 0.61953072 0.57850848 -0.614736065
## [590,] 0.66301627 0.64297252 -0.663892559
## [591,] 0.70650183 0.68594856 -0.723972719
## [592,] 0.77173016 0.72892459 -0.767667381
## [593,] 0.81521572 0.77190062 -0.778591047
## [594,] 0.85870127 0.83636467 -0.805900211
## [595,] -0.88072094 -0.90416464 1.258672564
## [596,] -0.88072094 -0.90416464 1.247748899
## [597,] -0.88072094 -0.90416464 1.236825233
## [598,] -0.88072094 -0.90416464 1.247748899
## [599,] -0.88072094 -0.90416464 1.242287066
## [600,] -0.88072094 -0.90416464 1.231363401
## [601,] -0.88072094 -0.90416464 1.209516070
## [602,] -0.88072094 -0.90416464 1.220439735
## [603,] -0.88072094 -0.90416464 1.193130572
## [604,] -0.88072094 -0.90416464 1.133050411
## [605,] -0.88072094 -0.88267662 1.083893917
## [606,] -0.88072094 -0.88267662 1.045661088
## [607,] -0.88072094 -0.88267662 0.980119095
## [608,] -0.85897817 -0.88267662 0.925500767
## [609,] -0.85897817 -0.88267662 0.887267938
## [610,] -0.79374983 -0.79672456 -0.095861955
## [611,] -0.79374983 -0.79672456 -0.112247453
## [612,] -0.79374983 -0.79672456 -0.084938289
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## [614,] -0.77200706 -0.77523654 -0.161403947
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## [616,] -0.77200706 -0.77523654 -0.232407773
## [617,] -0.77200706 -0.77523654 -0.292487933
## [618,] -0.75026428 -0.75374852 -0.336182595
## [619,] -0.75026428 -0.75374852 -0.352568093
## [620,] 0.57604516 0.53553244 -1.199152168
## [621,] 0.61953072 0.57850848 -1.231923164
## [622,] 0.64127349 0.62148451 -1.286541491
## [623,] 0.68475905 0.66446054 -1.346621652
## [624,] 0.72824461 0.70743657 -1.373930815
## [625,] 0.77173016 0.75041260 -1.395778146
## [626,] 0.81521572 0.79338864 -1.423087310
## [627,] 0.88044405 0.83636467 -1.461320139
## [628,] 0.53255961 0.47106839 -1.160919338
## [629,] 0.57604516 0.51404443 -1.182766669
## [630,] 0.61953072 0.55702046 -1.177304837
## [631,] 0.64127349 0.59999649 -1.210075833
## [632,] 0.68475905 0.64297252 -1.237384997
## [633,] 0.74998738 0.68594856 -1.259232328
## [634,] 0.14118961 0.08428410 0.024298366
## [635,] 0.14118961 0.08428410 0.007912867
## [636,] 0.16293239 0.08428410 -0.008472631
## [637,] 0.16293239 0.08428410 -0.041243627
## [638,] 0.16293239 0.08428410 -0.074014624
## [639,] 0.16293239 0.10577212 -0.074014624
## [640,] 0.16293239 0.10577212 -0.074014624
## [641,] 0.18467516 0.12726014 -0.063090958
## [642,] 0.18467516 0.12726014 -0.052167293
## [643,] 0.18467516 0.12726014 -0.068552791
## [644,] 0.20641794 0.14874815 -0.101323787
## [645,] 0.20641794 0.14874815 -0.112247453
## [646,] 0.22816072 0.17023617 -0.123171118
## [647,] 0.22816072 0.17023617 -0.139556616
## [648,] -0.20669484 -0.21654812 -0.789514712
## [649,] -0.20669484 -0.21654812 -0.811362043
## [650,] -0.59806483 -0.60333241 -0.074014624
## [651,] -0.57632206 -0.60333241 -0.095861955
## [652,] -0.57632206 -0.60333241 -0.095861955
## [653,] -0.57632206 -0.58184440 -0.112247453
## [654,] -0.55457928 -0.58184440 -0.139556616
## [655,] -0.55457928 -0.58184440 -0.155942115
## [656,] -0.55457928 -0.56035638 -0.188713111
## [657,] -0.53283650 -0.56035638 -0.226945940
## [658,] -0.53283650 -0.53886836 -0.265178769
## [659,] -0.51109372 -0.53886836 -0.297949766
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## [661,] -0.48935095 -0.51738035 -0.358029926
## [662,] -0.46760817 -0.49589233 -0.385339090
## [663,] -0.46760817 -0.47440431 -0.407186421
## [664,] -0.44586539 -0.47440431 -0.439957417
## [665,] 4.77240126 4.83313567 -0.134094784
## [666,] 4.77240126 4.85462368 -0.177789446
## [667,] 4.79414403 4.87611170 -0.226945940
## [668,] 4.79414403 4.89759972 -0.281564268
## [669,] 4.81588681 4.91908773 -0.341644428
## [670,] 4.81588681 4.91908773 -0.374415424
## [671,] 4.81588681 4.94057575 -0.412648253
## [672,] 4.83762959 4.96206377 -0.467266581
## [673,] 4.83762959 4.96206377 -0.521884908
## [674,] 4.85937237 4.98355178 -0.576503236
## [675,] 4.85937237 5.00503980 -0.620197897
## [676,] -0.75026428 -0.79672456 0.275542672
## [677,] -0.72852150 -0.77523654 0.248233508
## [678,] -0.72852150 -0.75374852 0.204538846
## [679,] -0.70677872 -0.73226051 0.166306017
## [680,] -0.70677872 -0.73226051 0.133535020
## [681,] -0.68503594 -0.71077249 0.073454860
## [682,] -0.68503594 -0.68928448 0.051607529
## [683,] -0.66329317 -0.68928448 0.035222031
## [684,] -0.66329317 -0.66779646 0.002451035
## [685,] -0.64155039 -0.64630844 -0.013934464
## [686,] -0.64155039 -0.64630844 -0.041243627
## [687,] -0.64155039 1.30910102 -0.101323787
## [688,] 1.33704238 1.33058904 -0.128632951
## [689,] 1.33704238 1.33058904 -0.150480282
## [690,] 1.33704238 1.35207706 -0.188713111
## [691,] 0.09770405 0.04130807 0.144458686
## [692,] 0.09770405 0.04130807 0.149920519
## [693,] 0.09770405 0.04130807 0.133535020
## [694,] 0.09770405 0.04130807 0.095302191
## [695,] 0.09770405 0.04130807 0.078916693
## [696,] 0.11944683 0.04130807 0.062531195
## [697,] 0.11944683 0.04130807 0.035222031
## [698,] 0.11944683 0.04130807 0.024298366
## [699,] 0.11944683 0.04130807 -0.003010798
## [700,] 0.11944683 0.06279609 -0.019396296
## [701,] 0.11944683 0.06279609 -0.155942115
## [702,] -0.98943483 -1.01160472 1.520840536
## [703,] -0.98943483 -1.01160472 1.477145874
## [704,] -0.98943483 -1.01160472 1.438913045
## [705,] -0.98943483 -1.01160472 1.515378703
## [706,] -0.98943483 -1.01160472 1.504455038
## [707,] -0.79374983 -0.81821257 1.438913045
## [708,] -0.79374983 -0.81821257 1.417065714
## [709,] -0.79374983 -0.81821257 1.406142048
## [710,] -0.79374983 -0.81821257 1.373371052
## [711,] -0.79374983 -0.81821257 1.346061888
## [712,] -0.79374983 -0.81821257 1.335138223
## [713,] -0.81549261 -0.81821257 1.340600056
## [714,] -0.81549261 -0.81821257 1.313290892
## [715,] -0.81549261 -0.81821257 1.302367226
## [716,] -0.81549261 -0.81821257 1.280519895
## [717,] -0.81549261 -0.81821257 1.264134397
## [718,] -0.81549261 -0.81821257 1.264134397
## [719,] -0.81549261 -0.81821257 1.220439735
## [720,] -0.81549261 -0.81821257 1.193130572
## [721,] -0.81549261 -0.81821257 1.165821408
## [722,] -0.92420650 -0.92565265 1.340600056
## [723,] -0.94594928 -0.92565265 1.335138223
## [724,] -0.94594928 -0.92565265 1.340600056
## [725,] -0.94594928 -0.94714067 1.313290892
## [726,] -0.94594928 -0.94714067 1.296905394
## [727,] -0.94594928 -0.94714067 1.291443561
## [728,] -0.94594928 -0.94714067 1.280519895
## [729,] -0.94594928 -0.94714067 1.258672564
## [730,] -0.94594928 -0.94714067 1.225901568
## [731,] -0.94594928 -0.94714067 1.198592404
## [732,] -0.94594928 -0.94714067 1.171283241
## [733,] -0.94594928 -0.94714067 1.143974077
## [734,] -0.94594928 -0.94714067 1.116664913
## [735,] -0.94594928 -0.94714067 1.072970251
## [736,] -0.94594928 -0.94714067 1.045661088
## [737,] -0.66329317 -0.68928448 0.521325145
## [738,] -0.66329317 -0.68928448 0.521325145
## [739,] -0.66329317 -0.68928448 0.510401479
## [740,] -0.66329317 -0.68928448 0.494015981
## [741,] -0.66329317 -0.68928448 0.488554148
## [742,] -0.64155039 -0.68928448 0.488554148
## [743,] -0.64155039 -0.68928448 0.472168650
## [744,] -0.64155039 -0.68928448 0.450321319
## [745,] -0.64155039 -0.68928448 0.423012156
## [746,] -0.64155039 -0.68928448 0.406626657
## [747,] -0.64155039 -0.66779646 0.313775501
## [748,] -0.64155039 -0.66779646 0.341084664
## [749,] -0.20669484 -0.21654812 0.575943472
## [750,] -0.20669484 -0.21654812 0.575943472
## [751,] -0.20669484 -0.21654812 0.565019807
## [752,] -0.22843761 -0.21654812 0.575943472
## [753,] -0.22843761 -0.23803614 0.586867138
## [754,] -0.22843761 -0.23803614 0.603252636
## [755,] -0.22843761 -0.23803614 0.586867138
## [756,] -0.22843761 -0.23803614 0.570481639
## [757,] -0.20669484 -0.23803614 0.554096141
## [758,] -0.20669484 -0.23803614 0.537710643
## [759,] -0.20669484 -0.23803614 0.499477814
## [760,] -0.20669484 -0.21654812 0.466706817
## [761,] -0.20669484 -0.21654812 0.439397654
## [762,] -0.18495206 -0.21654812 0.406626657
## [763,] -0.18495206 -0.19506011 0.373855661
## [764,] -0.53283650 -0.51738035 0.859958775
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## [766,] -0.53283650 -0.51738035 0.778031283
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## [768,] -0.55457928 -0.51738035 0.717951123
## [769,] -0.55457928 -0.51738035 0.690641960
## [770,] -0.53283650 -0.51738035 0.690641960
## [771,] -0.53283650 -0.51738035 0.668794629
## [772,] -0.53283650 -0.51738035 0.630561800
## [773,] -0.53283650 -0.51738035 0.575943472
## [774,] -0.51109372 -0.49589233 0.510401479
## [775,] -0.51109372 -0.49589233 0.450321319
## [776,] -0.48935095 -0.49589233 0.373855661
## [777,] -0.48935095 -0.47440431 0.291928170
## [778,] -0.46760817 -0.47440431 0.242771675
## [779,] 0.64127349 0.59999649 -0.467266581
## [780,] 0.66301627 0.59999649 -0.494575744
## [781,] 0.68475905 0.62148451 -0.521884908
## [782,] 0.70650183 0.64297252 -0.554655905
## [783,] 0.72824461 0.66446054 -0.592888734
## [784,] 0.72824461 0.68594856 -0.642045228
## [785,] 0.74998738 0.70743657 -0.685739890
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## [788,] 0.81521572 0.77190062 -0.860518538
## [789,] 0.83695849 0.79338864 -0.931522363
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## [791,] 0.88044405 0.85785269 -0.986140691
## [792,] -1.03292039 -1.03309273 -0.188713111
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## [794,] -1.03292039 -1.03309273 -0.276102435
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## [797,] -1.03292039 -1.03309273 -0.303411599
## [798,] -1.01117761 -1.03309273 -0.325258930
## [799,] -1.01117761 -1.03309273 -0.314335264
## [800,] -1.01117761 -1.03309273 -0.303411599
## [801,] -1.01117761 -1.01160472 -3.449427256
## [802,] -1.01117761 -1.01160472 -3.449427256
## [803,] -1.01117761 -1.01160472 -3.449427256
## [804,] -1.01117761 -1.01160472 -3.449427256
## [805,] -1.01117761 -1.01160472 -3.449427256
## [806,] -1.01117761 -1.01160472 -3.449427256
## [807,] -0.57632206 -0.58184440 1.040199255
## [808,] -0.57632206 -0.58184440 0.996504593
## [809,] -0.57632206 -0.58184440 0.985580928
## [810,] -0.57632206 -0.56035638 0.974657262
## [811,] -0.57632206 -0.56035638 1.001966426
## [812,] -0.55457928 -0.56035638 1.034737422
## [813,] -0.55457928 -0.53886836 1.023813757
## [814,] -0.53283650 -0.53886836 0.996504593
## [815,] -0.53283650 -0.51738035 0.958271764
## [816,] -0.51109372 -0.51738035 0.870882440
## [817,] -0.51109372 -0.49589233 0.788954949
## [818,] -0.48935095 -0.49589233 0.707027458
## [819,] -0.46760817 -0.47440431 0.625099967
## [820,] -0.44586539 -0.45291630 0.526786978
## [821,] -0.44586539 -0.45291630 0.461244985
## [822,] -0.01100984 -0.00166796 0.717951123
## [823,] -0.01100984 -0.02315598 0.734336622
## [824,] -0.01100984 -0.02315598 0.717951123
## [825,] -0.03275261 -0.04464399 0.690641960
## [826,] -0.03275261 -0.04464399 0.657870963
## [827,] -0.03275261 -0.04464399 0.625099967
## [828,] -0.03275261 -0.04464399 0.592328970
## [829,] -0.03275261 -0.06613201 0.543172476
## [830,] -0.03275261 -0.06613201 0.554096141
## [831,] -0.03275261 -0.06613201 -3.449427256
## [832,] -0.03275261 -0.06613201 -3.449427256
## [833,] -0.01100984 -0.04464399 -3.449427256
## [834,] -0.01100984 -0.04464399 -3.449427256
## [835,] 0.01073294 -0.04464399 -3.449427256
## [836,] 0.01073294 -0.02315598 -3.449427256
## [837,] 0.20641794 0.14874815 -0.767667381
## [838,] 0.27164627 0.21321220 -0.805900211
## [839,] 0.33687461 0.27767625 -0.833209374
## [840,] 0.42384572 0.36362831 -0.887827702
## [841,] 0.51081683 0.44958038 -0.915136865
## [842,] 0.59778794 0.53553244 -0.975217025
## [843,] 0.68475905 0.62148451 -1.007988022
## [844,] 0.77173016 0.72892459 -1.046220851
## [845,] 0.85870127 0.81487665 -1.062606349
## [846,] 0.96741516 0.92231673 -1.062606349
## [847,] 1.05438627 1.02975681 -1.051682684
## [848,] -0.79374983 -0.81821257 -1.046220851
## [849,] 0.40210294 0.34214030 -1.122686509
## [850,] 0.42384572 0.38511633 -1.160919338
## [851,] 0.46733127 0.42809236 -1.177304837
## [852,] 0.51081683 0.44958038 -1.231923164
## [853,] 0.55430238 0.49255641 -1.248308662
## [854,] 0.59778794 0.53553244 -1.264694161
## [855,] 0.61953072 0.57850848 -1.297465157
## [856,] -0.48935095 -0.47440431 1.143974077
## [857,] -0.46760817 -0.47440431 1.105741248
## [858,] -0.46760817 -0.47440431 1.083893917
## [859,] -0.46760817 -0.45291630 1.062046586
## [860,] -0.44586539 -0.45291630 1.051122920
## [861,] -0.44586539 -0.43142828 1.056584753
## [862,] -0.42412261 -0.43142828 1.029275589
## [863,] -0.42412261 -0.40994027 0.985580928
## [864,] -0.40237983 -0.40994027 0.958271764
## [865,] -0.40237983 -0.38845225 0.909115269
## [866,] -0.38063706 -0.38845225 0.876344273
## [867,] -0.35889428 -0.36696423 0.810802280
## [868,] -0.33715150 -0.34547622 0.756183953
## [869,] -0.33715150 -0.34547622 0.685180127
## [870,] -0.31540872 -0.32398820 0.619638134
## [871,] -0.83723539 -0.86118861 1.422527547
## [872,] -0.85897817 -0.86118861 1.422527547
## [873,] -0.85897817 -0.86118861 1.422527547
## [874,] -0.85897817 -0.86118861 1.433451212
## [875,] -0.85897817 -0.86118861 1.378832885
## [876,] -0.85897817 -0.86118861 1.400680216
## [877,] -0.85897817 -0.86118861 1.395218383
## [878,] -0.85897817 -0.86118861 1.340600056
## [879,] -0.85897817 -0.86118861 1.356985554
## [880,] -0.83723539 -0.86118861 1.324214557
## [881,] -0.83723539 -0.86118861 1.285981728
## [882,] -0.83723539 -0.86118861 1.275058063
## [883,] -0.83723539 -0.86118861 1.247748899
## [884,] -0.83723539 -0.83970059 1.214977903
## [885,] -0.83723539 -0.83970059 1.182206906
## [886,] 0.51081683 0.47106839 -0.669354392
## [887,] 0.53255961 0.49255641 -0.674816225
## [888,] 0.55430238 0.51404443 -0.685739890
## [889,] 0.57604516 0.53553244 -0.696663556
## [890,] 0.59778794 0.55702046 -0.702125388
## [891,] 0.61953072 0.57850848 -0.718510887
## [892,] 0.64127349 0.59999649 -0.767667381
## [893,] 0.66301627 0.62148451 -0.811362043
## [894,] 0.68475905 0.64297252 -0.838671207
## [895,] 0.70650183 0.66446054 -0.865980371
## [896,] 0.72824461 0.68594856 -0.904213200
## [897,] 0.74998738 0.72892459 -0.953369694
## [898,] 0.79347294 0.75041260 -0.926060531
## [899,] 0.35861738 0.29916427 -0.904213200
## [900,] 0.35861738 0.32065228 -0.942446029
## [901,] 0.38036016 0.34214030 -0.969755193
## [902,] 0.40210294 0.36362831 -1.024373520
## [903,] 0.42384572 0.38511633 -1.100839178
## [904,] 0.44558850 0.40660435 -1.182766669
## [905,] 0.46733127 0.42809236 -1.264694161
## [906,] 0.48907405 0.44958038 -1.335697986
## [907,] 0.53255961 0.47106839 -1.390316313
## [908,] 0.55430238 0.49255641 -1.423087310
## [909,] 0.57604516 0.53553244 -1.450396474
## [910,] 0.59778794 0.55702046 -1.472243805
## [911,] 0.61953072 0.57850848 -1.330236153
## [912,] 0.59778794 0.53553244 0.827187778
## [913,] 0.64127349 0.57850848 0.805340447
## [914,] 0.66301627 0.59999649 0.788954949
## [915,] 0.68475905 0.62148451 0.778031283
## [916,] 0.72824461 0.66446054 0.723412956
## [917,] 0.74998738 0.70743657 0.679718294
## [918,] 0.79347294 0.72892459 0.630561800
## [919,] 0.83695849 0.77190062 0.570481639
## [920,] 0.85870127 0.79338864 0.548634309
## [921,] 0.90218683 0.83636467 0.559557974
## [922,] 0.94567238 0.85785269 0.543172476
## [923,] 0.96741516 0.90082872 0.504939647
## [924,] 1.01090072 0.94380475 0.499477814
## [925,] 1.05438627 0.96529277 0.510401479
## [926,] 1.07612905 1.00826880 0.455783152
## [927,] 1.90235460 1.88927746 0.335622832
## [928,] 1.92409738 1.91076548 0.281004504
## [929,] 1.94584016 1.93225349 0.237309842
## [930,] 1.96758293 1.95374151 0.171767850
## [931,] 1.98932571 1.97522952 0.117149522
## [932,] 2.01106849 1.99671754 0.106225857
## [933,] 2.03281127 2.01820556 0.051607529
## [934,] 2.05455404 2.03969357 0.002451035
## [935,] 2.05455404 2.06118159 -0.052167293
## [936,] 2.07629682 2.06118159 -0.035781794
## [937,] 2.09803960 2.08266960 -0.079476456
## [938,] 2.11978238 2.10415762 -0.166865780
## [939,] 2.11978238 2.10415762 -0.188713111
## [940,] 2.14152516 2.12564564 -0.243331439
## [941,] 2.16326793 2.12564564 -0.297949766
## [942,] 0.66301627 0.59999649 -1.100839178
## [943,] 0.70650183 0.64297252 -1.149995673
## [944,] 0.74998738 0.68594856 -1.204614000
## [945,] 0.79347294 0.72892459 -1.242846830
## [946,] 0.85870127 0.77190062 -1.286541491
## [947,] 0.90218683 0.83636467 -1.346621652
## [948,] 0.94567238 0.87934070 -1.483167470
## [949,] 0.98915794 0.94380475 -1.466781972
## [950,] 1.05438627 0.98678078 -1.537785797
## [951,] 1.09787183 1.02975681 -1.603327790
## [952,] -0.81549261 -0.83970059 -1.630636954
## [953,] -0.77200706 -0.79672456 -1.712564445
## [954,] -0.88072094 -0.88267662 1.176745073
## [955,] -0.88072094 -0.90416464 1.072970251
## [956,] -0.88072094 -0.90416464 1.034737422
## [957,] -0.88072094 -0.90416464 1.062046586
## [958,] -0.88072094 -0.90416464 1.023813757
## [959,] -0.88072094 -0.90416464 1.001966426
## [960,] -0.90246372 -0.90416464 0.991042760
## [961,] -0.90246372 -0.90416464 0.963733597
## [962,] -0.90246372 -0.90416464 0.969195429
## [963,] -0.90246372 -0.90416464 0.947348098
## [964,] -0.90246372 -0.90416464 0.903653436
## [965,] -0.90246372 -0.90416464 0.865420607
## [966,] 0.68475905 0.59999649 -0.669354392
## [967,] 0.70650183 0.64297252 -0.713049054
## [968,] 0.74998738 0.68594856 -0.767667381
## [969,] 0.79347294 0.72892459 -0.789514712
## [970,] 0.83695849 0.77190062 -0.805900211
## [971,] 0.88044405 0.81487665 -0.849594872
## [972,] 0.94567238 0.85785269 -0.855056705
## [973,] 0.98915794 0.90082872 -0.855056705
## [974,] 1.03264349 0.96529277 -0.904213200
## [975,] 1.07612905 1.00826880 -0.931522363
## [976,] 0.46733127 0.42809236 0.750722120
## [977,] 0.46733127 0.44958038 0.728874789
## [978,] 0.48907405 0.44958038 0.679718294
## [979,] 0.48907405 0.47106839 0.636023632
## [980,] 0.51081683 0.49255641 0.592328970
## [981,] 0.53255961 0.51404443 0.559557974
## [982,] 0.55430238 0.51404443 0.526786978
## [983,] 0.57604516 0.53553244 0.483092316
## [984,] 0.59778794 0.55702046 0.444859486
## [985,] 0.61953072 0.57850848 0.395702992
## [986,] 0.64127349 0.59999649 0.352008330
## [987,] 0.66301627 0.62148451 0.302851835
## [988,] 0.66301627 0.64297252 0.281004504
## [989,] 0.68475905 0.66446054 0.226386177
## [990,] 0.70650183 0.68594856 0.193615181
## [991,] -0.70677872 -0.73226051 0.668794629
## [992,] -0.70677872 -0.73226051 0.663332796
## [993,] -0.70677872 -0.73226051 0.636023632
## [994,] -0.70677872 -0.71077249 0.619638134
## [995,] -0.70677872 -0.71077249 0.586867138
## [996,] -0.68503594 -0.71077249 0.581405305
## [997,] -0.68503594 -0.71077249 0.565019807
## [998,] -0.68503594 -0.68928448 0.543172476
## [999,] -0.66329317 -0.68928448 0.499477814
## [1000,] -0.66329317 -0.68928448 0.477630483
## [1001,] -0.66329317 -0.66779646 0.450321319
## [1002,] -0.64155039 -0.66779646 0.417550323
## [1003,] -0.64155039 -0.66779646 0.390241159
## [1004,] -0.64155039 -0.64630844 0.373855661
## [1005,] -0.61980761 -0.64630844 0.341084664
## [1006,] -0.57632206 -0.56035638 0.532248810
## [1007,] -0.57632206 -0.56035638 0.483092316
## [1008,] -0.57632206 -0.56035638 0.439397654
## [1009,] -0.57632206 -0.56035638 0.379317494
## [1010,] -0.57632206 -0.56035638 0.335622832
## [1011,] -0.57632206 -0.56035638 0.297390003
## [1012,] -0.57632206 -0.56035638 0.226386177
## [1013,] -0.57632206 -0.53886836 0.160844184
## [1014,] -0.57632206 -0.53886836 0.095302191
## [1015,] -0.55457928 -0.53886836 0.029760198
## [1016,] -0.55457928 -0.53886836 -0.057629125
## [1017,] -0.53283650 -0.51738035 -0.123171118
## [1018,] -0.53283650 -0.51738035 -0.177789446
## [1019,] -0.51109372 -0.49589233 -0.237869606
## [1020,] -0.48935095 -0.49589233 -0.270640602
## [1021,] -0.66329317 -0.64630844 0.936424433
## [1022,] -0.66329317 -0.64630844 0.914577102
## [1023,] -0.64155039 -0.64630844 0.903653436
## [1024,] -0.64155039 -0.62482043 0.876344273
## [1025,] -0.61980761 -0.62482043 0.849035109
## [1026,] -0.61980761 -0.60333241 0.838111444
## [1027,] -0.59806483 -0.60333241 0.778031283
## [1028,] -0.59806483 -0.58184440 0.712489291
## [1029,] -0.57632206 -0.58184440 0.652409131
## [1030,] 0.33687461 0.27767625 0.046145697
## [1031,] 0.33687461 0.27767625 0.013374700
## [1032,] 0.31513183 0.27767625 -0.046705460
## [1033,] 0.31513183 0.27767625 -0.106785620
## [1034,] 0.31513183 0.27767625 -0.155942115
## [1035,] 0.33687461 0.27767625 -0.194174944
## [1036,] 0.33687461 0.29916427 -0.232407773
## [1037,] 0.33687461 0.29916427 -0.276102435
## [1038,] 0.33687461 0.29916427 -0.308873431
## [1039,] 0.35861738 0.29916427 -0.341644428
## [1040,] 0.35861738 0.32065228 -0.385339090
## [1041,] 0.38036016 0.32065228 -0.439957417
## [1042,] 0.38036016 0.34214030 -0.500037577
## [1043,] 0.40210294 0.34214030 -0.554655905
## [1044,] 0.40210294 0.36362831 -0.614736065
## [1045,] -0.27192317 -0.30250019 -1.215537666
## [1046,] -0.27192317 -0.30250019 -1.237384997
## [1047,] -0.27192317 -0.30250019 -1.264694161
## [1048,] -0.25018039 -0.28101217 -1.281079659
## [1049,] -0.25018039 -0.28101217 -1.319312488
## [1050,] -0.25018039 -0.28101217 -1.363007150
## [1051,] -0.25018039 -0.25952415 -1.417625477
## [1052,] -0.22843761 -0.25952415 -1.483167470
## [1053,] -0.22843761 -0.25952415 -1.521400299
## [1054,] -0.20669484 -0.23803614 -1.586942292
## [1055,] -0.20669484 -0.23803614 -1.636098787
## [1056,] -0.18495206 -0.21654812 -1.712564445
## [1057,] -0.18495206 -0.19506011 -1.750797274
## [1058,] -0.16320928 -0.19506011 -1.821801100
## [1059,] 1.75015516 1.76034936 -0.461804748
## [1060,] 1.75015516 1.78183738 -0.500037577
## [1061,] 1.77189793 1.78183738 -0.538270406
## [1062,] 1.77189793 1.80332539 -0.576503236
## [1063,] 1.79364071 1.80332539 -0.636583396
## [1064,] 1.79364071 1.82481341 -0.696663556
## [1065,] 1.81538349 1.82481341 -0.756743716
## [1066,] 1.81538349 1.84630143 -0.805900211
## [1067,] 1.81538349 1.84630143 -0.860518538
## [1068,] 1.81538349 1.86778944 -0.909675033
## [1069,] 1.83712627 1.86778944 -0.964293360
## [1070,] 1.83712627 1.86778944 -1.018911687
## [1071,] 0.81521572 0.77190062 0.002451035
## [1072,] 0.90218683 0.85785269 -0.035781794
## [1073,] 1.01090072 0.96529277 -0.068552791
## [1074,] 1.09787183 1.07273285 -0.106785620
## [1075,] -0.75026428 -0.75374852 -0.150480282
## [1076,] 2.40243849 2.44796588 -0.439957417
## [1077,] 2.44592404 2.49094191 -0.472728414
## [1078,] 2.48940960 2.53391794 -0.510961243
## [1079,] 2.53289515 2.57689398 -0.560117737
## [1080,] 2.57638071 2.64135802 -0.636583396
## [1081,] 2.61986626 2.68433406 -0.707587221
## [1082,] 2.64160904 2.72731009 -0.762205549
## [1083,] 2.68509460 2.77028612 -0.794976545
## [1084,] 2.72858015 2.81326215 -0.849594872
## [1085,] 2.77206571 2.85623818 -0.887827702
## [1086,] 2.81555126 2.89921422 -0.920598698
## [1087,] 2.85903682 2.94219025 -0.953369694
## [1088,] -0.83723539 -0.86118861 1.591844361
## [1089,] -0.83723539 -0.86118861 1.586382529
## [1090,] -0.83723539 -0.86118861 1.580920696
## [1091,] -0.83723539 -0.86118861 1.526302369
## [1092,] -0.66329317 -0.68928448 0.024298366
## [1093,] -0.66329317 -0.68928448 -0.008472631
## [1094,] -0.66329317 -0.68928448 -0.035781794
## [1095,] -0.66329317 -0.66779646 -0.063090958
## [1096,] -0.64155039 -0.66779646 -0.095861955
## [1097,] -0.64155039 -0.66779646 -0.101323787
## [1098,] -0.64155039 -0.66779646 -0.134094784
## [1099,] -0.61980761 -0.64630844 -0.166865780
## [1100,] -0.61980761 -0.64630844 -0.188713111
## [1101,] -0.61980761 -0.64630844 -0.216022275
## [1102,] -0.59806483 -0.62482043 -0.243331439
## [1103,] -0.59806483 -0.62482043 -0.265178769
## [1104,] -0.57632206 -0.60333241 -0.297949766
## [1105,] -0.57632206 -0.60333241 -0.336182595
## [1106,] -0.57632206 -0.60333241 -0.379877257
## [1107,] 1.07612905 1.00826880 -1.565094961
## [1108,] -0.83723539 1.07273285 -1.586942292
## [1109,] -0.77200706 -0.81821257 -1.641560619
## [1110,] -0.72852150 -0.77523654 -1.685255281
## [1111,] -0.68503594 -0.71077249 -1.745335441
## [1112,] 1.33704238 -0.66779646 -1.772644605
## [1113,] -0.81549261 1.07273285 -0.603812399
## [1114,] -0.75026428 -0.79672456 -0.642045228
## [1115,] -0.68503594 -0.71077249 -0.680278058
## [1116,] 1.33704238 -0.64630844 -0.718510887
## [1117,] 1.40227071 1.35207706 -0.762205549
## [1118,] 1.48924182 1.43802912 -0.789514712
## [1119,] 1.55447016 1.50249317 -0.822285709
## [1120,] 1.61969849 1.58844523 -0.844133040
## [1121,] 1.68492682 1.65290928 -0.904213200
## [1122,] 1.75015516 1.71737333 -0.920598698
## [1123,] 3.16343571 3.20004644 -0.489113912
## [1124,] 3.20692126 -0.62482043 -0.510961243
## [1125,] 3.25040682 -0.58184440 -0.560117737
## [1126,] -0.61980761 -0.53886836 -0.581965068
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## [1131,] 3.51132015 3.56534272 -0.713049054
## [1132,] 3.55480571 3.60831875 -0.789514712
## [1133,] 3.59829126 3.62980677 -0.860518538
## [1134,] 3.64177682 3.67278280 -0.909675033
## [1135,] -0.64155039 -0.66779646 0.810802280
## [1136,] -0.64155039 -0.64630844 0.772569451
## [1137,] -0.64155039 -0.64630844 0.728874789
## [1138,] -0.61980761 -0.64630844 0.690641960
## [1139,] -0.61980761 -0.64630844 0.679718294
## [1140,] -0.61980761 -0.64630844 0.674256461
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## [1142,] -0.59806483 -0.62482043 0.608714469
## [1143,] -0.59806483 -0.62482043 0.614176301
## [1144,] -0.59806483 -0.60333241 0.592328970
## [1145,] -0.57632206 -0.60333241 0.554096141
## [1146,] -0.57632206 -0.58184440 0.526786978
## [1147,] -0.55457928 -0.58184440 0.510401479
## [1148,] -0.55457928 -0.56035638 0.488554148
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## [1150,] -0.77200706 -0.77523654 -0.685739890
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## [1159,] -0.72852150 -0.75374852 -1.051682684
## [1160,] -0.72852150 -0.75374852 -1.084453680
## [1161,] -0.72852150 -0.73226051 -1.111762844
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## [1163,] -0.70677872 -0.73226051 -1.166381171
## [1164,] -0.61980761 -0.64630844 0.308313668
## [1165,] -0.61980761 -0.64630844 0.259157173
## [1166,] -0.61980761 -0.62482043 0.259157173
## [1167,] -0.59806483 -0.62482043 0.237309842
## [1168,] -0.59806483 -0.62482043 0.177229682
## [1169,] -0.59806483 -0.62482043 0.171767850
## [1170,] -0.59806483 -0.60333241 0.122611355
## [1171,] -0.57632206 -0.60333241 0.095302191
## [1172,] -0.57632206 -0.58184440 0.089840359
## [1173,] -0.55457928 -0.58184440 0.078916693
## [1174,] -0.55457928 -0.58184440 0.040683864
## [1175,] -0.53283650 -0.56035638 0.057069362
## [1176,] -0.81549261 -0.81821257 0.565019807
## [1177,] -0.81549261 -0.81821257 0.543172476
## [1178,] -0.81549261 -0.81821257 0.510401479
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## [1183,] -0.79374983 -0.79672456 0.352008330
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## [1185,] -0.77200706 -0.77523654 0.330160999
## [1186,] -0.77200706 -0.77523654 0.291928170
## [1187,] -0.77200706 -0.77523654 0.297390003
## [1188,] -0.83723539 1.02975681 0.242771675
## [1189,] -0.83723539 1.02975681 0.215462511
## [1190,] -0.83723539 1.02975681 0.188153348
## [1191,] -0.83723539 1.02975681 0.204538846
## [1192,] -0.83723539 1.02975681 0.166306017
## [1193,] -0.83723539 1.02975681 0.160844184
## [1194,] -0.83723539 1.02975681 0.128073188
## [1195,] -0.83723539 1.02975681 0.089840359
## [1196,] -0.83723539 1.02975681 0.078916693
## [1197,] -0.83723539 1.02975681 0.057069362
## [1198,] -0.83723539 1.02975681 0.024298366
## [1199,] -0.83723539 1.02975681 -0.003010798
## [1200,] -0.83723539 1.02975681 -0.035781794
## [1201,] -0.83723539 1.02975681 -0.052167293
## [1202,] -0.83723539 1.00826880 -0.074014624
## [1203,] -0.64155039 -0.60333241 1.193130572
## [1204,] -0.61980761 -0.60333241 1.127588579
## [1205,] -0.61980761 -0.60333241 1.105741248
## [1206,] -0.61980761 -0.58184440 1.078432084
## [1207,] -0.59806483 -0.58184440 1.040199255
## [1208,] -0.59806483 -0.56035638 1.018351924
## [1209,] -0.57632206 -0.56035638 0.991042760
## [1210,] -0.57632206 -0.53886836 0.963733597
## [1211,] -0.55457928 -0.53886836 0.936424433
## [1212,] -0.55457928 -0.51738035 0.903653436
## [1213,] -0.53283650 -0.51738035 0.920038935
## [1214,] -0.53283650 -0.49589233 0.898191604
## [1215,] -0.51109372 -0.49589233 0.865420607
## [1216,] -0.51109372 -0.47440431 0.832649611
## [1217,] -0.51109372 -0.45291630 0.794416782
## [1218,] -0.90246372 -0.94714067 1.122126746
## [1219,] -0.90246372 -0.94714067 1.067508419
## [1220,] -0.90246372 -0.94714067 1.051122920
## [1221,] -0.90246372 -0.94714067 1.018351924
## [1222,] -0.90246372 -0.94714067 0.985580928
## [1223,] -0.90246372 -0.94714067 0.969195429
## [1224,] -0.90246372 -0.94714067 0.941886266
## [1225,] -0.90246372 -0.94714067 0.903653436
## [1226,] -0.90246372 -0.94714067 0.881806106
## [1227,] -0.90246372 -0.92565265 0.865420607
## [1228,] -0.90246372 -0.92565265 0.876344273
## [1229,] -0.90246372 -0.92565265 0.859958775
## [1230,] -0.88072094 -0.92565265 0.854496942
## [1231,] -0.88072094 -0.92565265 0.821725945
## [1232,] -0.88072094 -0.92565265 0.794416782
## [1233,] -0.48935095 -0.45291630 0.903653436
## [1234,] -0.46760817 -0.43142828 0.887267938
## [1235,] -0.44586539 -0.40994027 0.903653436
## [1236,] -0.42412261 -0.38845225 0.909115269
## [1237,] -0.40237983 -0.36696423 0.903653436
## [1238,] -0.40237983 -0.34547622 0.892729771
## [1239,] -0.38063706 -0.30250019 0.810802280
## [1240,] -0.35889428 -0.28101217 0.734336622
## [1241,] -0.35889428 -0.25952415 0.674256461
## [1242,] -0.33715150 -0.23803614 0.619638134
## [1243,] -0.31540872 -0.21654812 0.554096141
## [1244,] -0.29366595 -0.19506011 0.494015981
## [1245,] -0.25018039 -0.17357209 0.450321319
## [1246,] -0.22843761 -0.15208407 0.417550323
## [1247,] -0.18495206 -0.13059606 0.390241159
## [1248,] -0.55457928 -0.56035638 0.936424433
## [1249,] -0.55457928 -0.56035638 0.914577102
## [1250,] -0.55457928 -0.53886836 0.876344273
## [1251,] -0.55457928 -0.53886836 0.838111444
## [1252,] -0.55457928 -0.51738035 0.772569451
## [1253,] -0.55457928 -0.51738035 0.788954949
## [1254,] -0.55457928 -0.51738035 0.750722120
## [1255,] -0.53283650 -0.49589233 0.707027458
## [1256,] -0.53283650 -0.47440431 0.668794629
## [1257,] -0.53283650 -0.47440431 0.636023632
## [1258,] -0.51109372 -0.45291630 0.597790803
## [1259,] -0.48935095 -0.45291630 0.554096141
## [1260,] -0.46760817 -0.43142828 0.521325145
## [1261,] -0.44586539 -0.40994027 0.483092316
## [1262,] 0.20641794 0.19172419 -0.784052880
## [1263,] 0.22816072 0.21321220 -0.800438378
## [1264,] 0.27164627 0.25618823 -0.855056705
## [1265,] 0.31513183 0.27767625 -0.915136865
## [1266,] 0.35861738 0.29916427 -0.969755193
## [1267,] 0.38036016 0.32065228 -1.007988022
## [1268,] 0.40210294 0.36362831 -1.057144516
## [1269,] 0.42384572 0.38511633 -1.133610175
## [1270,] 0.42384572 0.40660435 -1.242846830
## [1271,] 0.42384572 0.44958038 -1.330236153
## [1272,] 0.44558850 0.47106839 -1.423087310
## [1273,] 0.46733127 0.51404443 -1.488629303
## [1274,] 0.51081683 0.53553244 -1.576018627
## [1275,] -1.01117761 -1.03309273 0.379317494
## [1276,] -1.01117761 -1.03309273 0.373855661
## [1277,] -1.01117761 -1.03309273 0.362931995
## [1278,] -1.01117761 -1.03309273 0.335622832
## [1279,] -1.01117761 -1.01160472 0.319237334
## [1280,] -1.01117761 -1.01160472 0.324699166
## [1281,] -1.01117761 -1.01160472 0.308313668
## [1282,] -1.01117761 -1.01160472 0.275542672
## [1283,] -1.01117761 -1.01160472 0.248233508
## [1284,] -1.01117761 -1.01160472 0.215462511
## [1285,] -1.01117761 -1.01160472 0.182691515
## [1286,] -1.01117761 -1.01160472 0.149920519
## [1287,] -1.01117761 -1.01160472 0.117149522
## [1288,] -1.01117761 -1.01160472 0.073454860
## [1289,] -1.01117761 -1.01160472 0.046145697
## [1290,] 0.16293239 0.10577212 -0.379877257
## [1291,] 0.18467516 0.12726014 -0.396262755
## [1292,] 0.22816072 0.17023617 -0.429033752
## [1293,] 0.24990350 0.21321220 -0.467266581
## [1294,] 0.27164627 0.23470022 -0.489113912
## [1295,] 0.31513183 0.27767625 -0.538270406
## [1296,] 0.35861738 0.32065228 -0.549194072
## [1297,] 0.40210294 0.36362831 -0.571041403
## [1298,] 0.44558850 0.40660435 -0.603812399
## [1299,] 0.46733127 0.44958038 -0.642045228
## [1300,] 0.51081683 0.49255641 -0.669354392
## [1301,] 0.55430238 0.53553244 -0.696663556
## [1302,] 1.05438627 0.98678078 -0.811362043
## [1303,] 1.09787183 1.02975681 -0.860518538
## [1304,] -0.83723539 1.07273285 -0.920598698
## [1305,] -0.79374983 -0.81821257 -0.964293360
## [1306,] -0.75026428 -0.77523654 -0.997064356
## [1307,] -0.70677872 -0.73226051 -1.024373520
## [1308,] -0.66329317 -0.68928448 -1.073530015
## [1309,] 1.33704238 -0.64630844 -1.128148342
## [1310,] 1.38052794 1.33058904 -1.144533840
## [1311,] 1.42401349 1.37356507 -1.182766669
## [1312,] 1.46749905 1.41654110 -1.220999499
## [1313,] -0.59806483 -0.60333241 0.761645785
## [1314,] -0.59806483 -0.60333241 0.734336622
## [1315,] -0.59806483 -0.60333241 0.739798454
## [1316,] -0.57632206 -0.58184440 0.685180127
## [1317,] -0.57632206 -0.56035638 0.674256461
## [1318,] -0.55457928 -0.56035638 0.668794629
## [1319,] -0.55457928 -0.53886836 0.641485465
## [1320,] -0.53283650 -0.53886836 0.608714469
## [1321,] -0.51109372 -0.51738035 0.586867138
## [1322,] -0.51109372 -0.49589233 0.537710643
## [1323,] -0.48935095 -0.49589233 0.483092316
## [1324,] 0.18467516 0.23470022 0.734336622
## [1325,] 0.18467516 0.25618823 0.712489291
## [1326,] 0.18467516 0.25618823 0.674256461
## [1327,] 0.18467516 0.25618823 0.614176301
## [1328,] 0.20641794 0.27767625 0.592328970
## [1329,] 0.20641794 0.27767625 0.586867138
## [1330,] 0.22816072 0.29916427 0.586867138
## [1331,] 0.22816072 0.29916427 0.554096141
## [1332,] 0.22816072 0.29916427 0.526786978
## [1333,] 0.24990350 0.32065228 0.439397654
## [1334,] 0.24990350 0.32065228 0.455783152
## [1335,] 0.27164627 0.34214030 0.444859486
## [1336,] 0.27164627 0.36362831 0.439397654
## [1337,] 0.29338905 0.36362831 0.450321319
## [1338,] 0.31513183 0.38511633 -3.449427256
## [1339,] 0.57604516 0.53553244 -1.122686509
## [1340,] 0.61953072 0.57850848 -1.193690335
## [1341,] 0.66301627 0.62148451 -1.259232328
## [1342,] 0.70650183 0.66446054 -1.308388822
## [1343,] 0.74998738 0.70743657 -1.352083484
## [1344,] 0.79347294 0.75041260 -1.401239979
## [1345,] 0.83695849 0.81487665 -1.444934641
## [1346,] 0.88044405 0.85785269 -1.499552968
## [1347,] -0.81549261 -0.79672456 -0.652968894
## [1348,] -0.81549261 -0.79672456 -0.669354392
## [1349,] -0.79374983 -0.79672456 -0.691201723
## [1350,] -0.79374983 -0.79672456 -0.734896385
## [1351,] -0.79374983 -0.79672456 -0.762205549
## [1352,] -0.79374983 -0.79672456 -0.751281883
## [1353,] -0.79374983 -0.79672456 -0.778591047
## [1354,] -0.79374983 -0.79672456 -0.816823876
## [1355,] -0.77200706 -0.77523654 -0.882365869
## [1356,] -0.77200706 -0.77523654 -0.909675033
## [1357,] -0.77200706 -0.77523654 -0.942446029
## [1358,] -0.77200706 -0.77523654 -0.975217025
## [1359,] -0.75026428 -0.75374852 -1.013449855
## [1360,] -0.75026428 -0.75374852 -1.035297186
## [1361,] -0.75026428 -0.75374852 -0.964293360
## [1362,] 0.01073294 0.21321220 0.155382351
## [1363,] 0.11944683 0.34214030 0.111687689
## [1364,] 0.24990350 0.51404443 0.067993028
## [1365,] 0.38036016 0.66446054 0.035222031
## [1366,] 0.53255961 0.85785269 -0.008472631
## [1367,] 0.70650183 1.05124483 -0.052167293
## [1368,] 0.88044405 -0.68928448 -0.084938289
## [1369,] 1.05438627 1.45951714 -0.106785620
## [1370,] -0.70677872 1.69588531 -0.123171118
## [1371,] 1.46749905 1.93225349 -0.123171118
## [1372,] 1.68492682 2.16862167 -0.112247453
## [1373,] 1.88061182 2.40498985 -0.101323787
## [1374,] 2.09803960 2.61987001 -0.063090958
## [1375,] 2.29372460 2.83475017 -0.013934464
## [1376,] 2.48940960 3.04963033 0.018836533
## [1377,] -0.92420650 -0.94714067 1.340600056
## [1378,] -0.92420650 -0.94714067 1.324214557
## [1379,] -0.92420650 -0.94714067 1.307829059
## [1380,] -0.92420650 -0.94714067 1.285981728
## [1381,] -0.92420650 -0.94714067 1.247748899
## [1382,] -0.92420650 -0.94714067 1.236825233
## [1383,] -0.92420650 -0.94714067 1.214977903
## [1384,] -0.92420650 -0.94714067 1.187668739
## [1385,] -0.92420650 -0.94714067 1.160359575
## [1386,] -0.92420650 -0.94714067 1.122126746
## [1387,] -0.92420650 -0.94714067 1.100279415
## [1388,] -0.92420650 -0.94714067 1.083893917
## [1389,] -0.92420650 -0.94714067 1.072970251
## [1390,] -0.92420650 -0.94714067 1.056584753
## [1391,] -0.92420650 -0.94714067 1.029275589
## [1392,] 2.25023904 2.16862167 0.701565625
## [1393,] 2.25023904 2.19010968 0.685180127
## [1394,] 2.27198182 2.21159770 0.657870963
## [1395,] 2.27198182 2.23308572 0.625099967
## [1396,] 2.27198182 2.23308572 0.586867138
## [1397,] 2.27198182 2.25457373 0.565019807
## [1398,] 2.29372460 2.25457373 0.543172476
## [1399,] 2.29372460 2.27606175 0.510401479
## [1400,] 2.29372460 2.27606175 0.472168650
## [1401,] 2.29372460 2.27606175 0.439397654
## [1402,] 2.29372460 2.27606175 0.401164825
## [1403,] 2.29372460 2.27606175 0.357470163
## [1404,] -0.29366595 -0.30250019 0.494015981
## [1405,] -0.29366595 -0.30250019 0.477630483
## [1406,] -0.29366595 -0.32398820 0.417550323
## [1407,] -0.29366595 -0.32398820 0.395702992
## [1408,] -0.29366595 -0.32398820 0.373855661
## [1409,] -0.29366595 -0.32398820 0.352008330
## [1410,] -0.29366595 -0.32398820 0.324699166
## [1411,] -0.29366595 -0.32398820 0.286466337
## [1412,] -0.29366595 -0.32398820 0.253695341
## [1413,] -0.29366595 -0.32398820 0.220924344
## [1414,] -0.11972372 -0.13059606 -0.494575744
## [1415,] -0.07623817 -0.06613201 -0.505499410
## [1416,] -0.01100984 -0.00166796 -0.532808574
## [1417,] 0.05421850 0.06279609 -0.576503236
## [1418,] 0.11944683 0.14874815 -0.592888734
## [1419,] 0.20641794 0.21321220 -0.614736065
## [1420,] 0.27164627 0.29916427 -0.642045228
## [1421,] 0.35861738 0.38511633 -0.674816225
## [1422,] 0.44558850 0.47106839 -0.707587221
## [1423,] 0.53255961 0.55702046 -0.745820050
## [1424,] 0.61953072 0.64297252 -0.762205549
## [1425,] 0.72824461 0.75041260 -0.756743716
## [1426,] 0.81521572 0.83636467 -0.707587221
## [1427,] 0.90218683 0.92231673 -0.685739890
## [1428,] 0.98915794 1.00826880 -0.631121563
## [1429,] -0.72852150 -0.77523654 1.498993205
## [1430,] -0.75026428 -0.77523654 1.488069539
## [1431,] -0.75026428 -0.77523654 1.482607707
## [1432,] -0.75026428 -0.77523654 1.471684041
## [1433,] 0.33687461 0.27767625 0.067993028
## [1434,] 0.33687461 0.29916427 0.024298366
## [1435,] 0.35861738 0.29916427 -0.041243627
## [1436,] 0.35861738 0.29916427 -0.117709286
## [1437,] 0.38036016 0.32065228 -0.177789446
## [1438,] 0.38036016 0.34214030 -0.194174944
## [1439,] 0.40210294 0.34214030 -0.232407773
## [1440,] 0.42384572 0.36362831 -0.237869606
## [1441,] -0.27192317 -0.25952415 -0.052167293
## [1442,] -0.27192317 -0.25952415 -0.079476456
## [1443,] -0.27192317 -0.25952415 -0.101323787
## [1444,] -0.25018039 -0.25952415 -0.128632951
## [1445,] -0.25018039 -0.23803614 -0.155942115
## [1446,] -0.25018039 -0.23803614 -0.166865780
## [1447,] -0.22843761 -0.23803614 -0.216022275
## [1448,] -0.22843761 -0.23803614 -0.248793271
## [1449,] -0.22843761 -0.21654812 -0.287026100
## [1450,] -0.22843761 -0.21654812 -0.325258930
## [1451,] -0.20669484 -0.21654812 -0.374415424
## [1452,] -0.18495206 -0.19506011 -0.429033752
## [1453,] -0.18495206 -0.19506011 -0.483652079
## [1454,] 0.64127349 0.62148451 0.575943472
## [1455,] 0.66301627 0.64297252 0.554096141
## [1456,] 0.68475905 0.68594856 0.532248810
## [1457,] 0.70650183 0.70743657 0.483092316
## [1458,] 0.72824461 0.72892459 0.433935821
## [1459,] 0.74998738 0.77190062 0.406626657
## [1460,] 0.79347294 0.79338864 0.373855661
## [1461,] 0.81521572 0.83636467 0.302851835
## [1462,] 0.83695849 0.85785269 0.297390003
## [1463,] 0.88044405 0.90082872 0.275542672
## [1464,] 0.90218683 0.92231673 0.231848010
## [1465,] 0.92392960 0.94380475 0.188153348
## [1466,] 0.94567238 0.98678078 0.138996853
## [1467,] 0.96741516 1.00826880 0.095302191
## [1468,] 0.98915794 1.02975681 0.046145697
## [1469,] -0.64155039 1.33058904 -0.106785620
## [1470,] 1.35878516 1.35207706 -0.063090958
## [1471,] 1.38052794 1.37356507 -0.074014624
## [1472,] 1.40227071 1.39505309 -0.134094784
## [1473,] 1.44575627 1.41654110 -0.177789446
## [1474,] 1.46749905 1.43802912 -0.177789446
## [1475,] 1.48924182 1.45951714 -0.358029926
## [1476,] 0.38036016 0.32065228 -0.855056705
## [1477,] 0.42384572 0.36362831 -0.882365869
## [1478,] 0.46733127 0.40660435 -0.915136865
## [1479,] 0.48907405 0.44958038 -0.953369694
## [1480,] 0.53255961 0.49255641 -0.997064356
## [1481,] 0.57604516 0.53553244 -1.035297186
## [1482,] 0.61953072 0.57850848 -1.040759018
## [1483,] -1.03292039 -1.03309273 0.461244985
## [1484,] -1.03292039 -1.03309273 0.472168650
## [1485,] -1.03292039 -1.03309273 0.466706817
## [1486,] -1.03292039 -1.03309273 0.439397654
## [1487,] -1.03292039 -1.03309273 0.412088490
## [1488,] -1.03292039 -1.03309273 0.390241159
## [1489,] -1.03292039 -1.03309273 0.362931995
## [1490,] -1.03292039 -1.03309273 0.362931995
## [1491,] -1.03292039 -1.03309273 0.346546497
## [1492,] -1.03292039 -1.03309273 0.341084664
## [1493,] -1.03292039 -1.03309273 0.335622832
## [1494,] -1.03292039 -1.03309273 0.281004504
## [1495,] -1.03292039 -1.03309273 0.259157173
## [1496,] -1.03292039 -1.03309273 0.231848010
## [1497,] -1.03292039 -1.03309273 0.242771675
## [1498,] 0.20641794 0.23470022 0.799878614
## [1499,] 0.20641794 0.23470022 0.772569451
## [1500,] 0.22816072 0.25618823 0.767107618
## [1501,] 0.22816072 0.27767625 0.778031283
## [1502,] 0.22816072 0.29916427 0.767107618
## [1503,] 0.24990350 0.32065228 0.772569451
## [1504,] 0.27164627 0.32065228 0.739798454
## [1505,] 0.27164627 0.34214030 0.701565625
## [1506,] 0.29338905 0.36362831 0.652409131
## [1507,] 0.31513183 0.38511633 0.619638134
## [1508,] 0.31513183 0.40660435 0.570481639
## [1509,] 0.33687461 0.42809236 0.532248810
## [1510,] 0.35861738 0.44958038 0.488554148
## [1511,] 0.35861738 0.32065228 0.494015981
## [1512,] 0.33687461 0.29916427 0.483092316
## [1513,] 0.33687461 0.29916427 0.466706817
## [1514,] 0.33687461 0.29916427 0.450321319
## [1515,] 0.31513183 0.29916427 0.428473988
## [1516,] 0.31513183 0.29916427 0.406626657
## [1517,] 0.31513183 0.29916427 0.379317494
## [1518,] 0.31513183 0.29916427 0.346546497
## [1519,] 0.31513183 0.29916427 0.313775501
## [1520,] 0.33687461 0.29916427 0.281004504
## [1521,] 0.33687461 0.29916427 0.226386177
## [1522,] 0.33687461 0.29916427 0.193615181
## [1523,] 0.35861738 0.32065228 0.166306017
## [1524,] 0.35861738 0.32065228 0.122611355
## [1525,] 0.38036016 0.34214030 0.078916693
## [1526,] 0.01073294 -0.04464399 0.696103792
## [1527,] 0.01073294 -0.04464399 0.668794629
## [1528,] 0.01073294 -0.04464399 0.646947298
## [1529,] 0.01073294 -0.04464399 0.575943472
## [1530,] 0.01073294 -0.04464399 0.455783152
## [1531,] 0.01073294 -0.02315598 0.423012156
## [1532,] 0.03247572 -0.02315598 0.401164825
## [1533,] 0.03247572 -0.02315598 0.357470163
## [1534,] 0.03247572 -0.02315598 0.302851835
## [1535,] 0.03247572 -0.00166796 0.270080839
## [1536,] 0.05421850 -0.00166796 0.237309842
## [1537,] 0.05421850 0.01982006 0.199077013
## [1538,] 0.07596127 0.01982006 0.144458686
## [1539,] 0.07596127 0.04130807 0.117149522
## [1540,] 0.09770405 0.06279609 0.051607529
## [1541,] -0.33715150 -0.34547622 0.281004504
## [1542,] -0.35889428 -0.34547622 0.253695341
## [1543,] -0.35889428 -0.34547622 0.220924344
## [1544,] -0.35889428 -0.34547622 0.182691515
## [1545,] -0.35889428 -0.34547622 -3.449427256
## [1546,] -0.35889428 -0.34547622 -3.449427256
## [1547,] -0.35889428 -0.34547622 -3.449427256
## [1548,] -0.33715150 -0.34547622 -3.449427256
## [1549,] -0.33715150 -0.34547622 -3.449427256
## [1550,] -0.31540872 -0.32398820 -3.449427256
## [1551,] -0.31540872 -0.32398820 -3.449427256
## [1552,] -0.29366595 -0.32398820 -3.449427256
## [1553,] -0.29366595 -0.30250019 -3.449427256
## [1554,] 0.18467516 0.14874815 -0.811362043
## [1555,] 0.18467516 0.17023617 -0.838671207
## [1556,] 0.20641794 0.19172419 -0.844133040
## [1557,] 0.22816072 0.21321220 -0.844133040
## [1558,] 0.24990350 0.23470022 -0.865980371
## [1559,] 0.27164627 0.25618823 -0.915136865
## [1560,] 0.29338905 0.27767625 -0.975217025
## [1561,] 0.31513183 0.29916427 -1.035297186
## [1562,] 0.33687461 0.32065228 -1.078991847
## [1563,] 0.35861738 0.34214030 -1.106301011
## [1564,] 0.38036016 0.36362831 -1.117224677
## [1565,] 0.40210294 0.38511633 -1.166381171
## [1566,] 0.42384572 0.40660435 -1.242846830
## [1567,] -0.55457928 -0.53886836 0.625099967
## [1568,] -0.55457928 -0.53886836 0.614176301
## [1569,] -0.53283650 -0.53886836 0.586867138
## [1570,] -0.53283650 -0.51738035 0.559557974
## [1571,] -0.53283650 -0.51738035 0.526786978
## [1572,] -0.51109372 -0.49589233 0.559557974
## [1573,] -0.51109372 -0.49589233 0.537710643
## [1574,] -0.51109372 -0.47440431 0.499477814
## [1575,] -0.48935095 -0.47440431 0.461244985
## [1576,] -0.46760817 -0.45291630 0.412088490
## [1577,] -0.46760817 -0.45291630 0.373855661
## [1578,] -0.44586539 -0.43142828 0.324699166
## [1579,] -0.42412261 -0.40994027 0.281004504
## [1580,] -0.42412261 -0.40994027 0.226386177
## [1581,] -0.40237983 -0.38845225 0.204538846
## [1582,] -0.72852150 -0.75374852 0.870882440
## [1583,] -0.72852150 -0.75374852 0.854496942
## [1584,] -0.72852150 -0.73226051 0.832649611
## [1585,] -0.72852150 -0.73226051 0.810802280
## [1586,] -0.72852150 -0.73226051 0.794416782
## [1587,] -0.72852150 -0.73226051 0.778031283
## [1588,] -0.70677872 -0.73226051 0.756183953
## [1589,] -0.70677872 -0.73226051 0.701565625
## [1590,] -0.70677872 -0.71077249 0.679718294
## [1591,] -0.70677872 -0.71077249 0.663332796
## [1592,] -0.68503594 -0.71077249 0.646947298
## [1593,] -0.68503594 -0.71077249 0.630561800
## [1594,] -0.68503594 -0.68928448 0.625099967
## [1595,] -0.66329317 -0.68928448 0.603252636
## [1596,] -0.66329317 -0.68928448 0.581405305
## [1597,] -0.40237983 -0.38845225 0.319237334
## [1598,] -0.40237983 -0.38845225 0.270080839
## [1599,] -0.40237983 -0.38845225 0.226386177
## [1600,] -0.40237983 -0.38845225 0.177229682
## [1601,] -0.40237983 -0.38845225 0.138996853
## [1602,] -0.38063706 -0.38845225 0.106225857
## [1603,] -0.38063706 -0.38845225 0.067993028
## [1604,] -0.38063706 -0.38845225 -0.003010798
## [1605,] -0.35889428 -0.36696423 -0.030319962
## [1606,] -0.35889428 -0.36696423 -0.063090958
## [1607,] -0.35889428 -0.36696423 -0.101323787
## [1608,] -0.33715150 -0.34547622 -0.134094784
## [1609,] -0.33715150 -0.34547622 -0.172327613
## [1610,] -0.72852150 -0.75374852 -0.194174944
## [1611,] -0.72852150 -0.75374852 -0.221484108
## [1612,] -0.72852150 -0.75374852 -0.216022275
## [1613,] -0.72852150 -0.75374852 -0.221484108
## [1614,] -0.72852150 -0.75374852 -0.226945940
## [1615,] -0.72852150 -0.73226051 -0.232407773
## [1616,] -0.72852150 -0.73226051 -0.270640602
## [1617,] -0.70677872 -0.73226051 -0.287026100
## [1618,] -0.70677872 -0.73226051 -0.325258930
## [1619,] -0.70677872 -0.73226051 -3.449427256
## [1620,] -0.70677872 -0.73226051 -3.449427256
## [1621,] -0.70677872 -0.71077249 -3.449427256
## [1622,] -0.68503594 -0.71077249 -3.449427256
## [1623,] -0.68503594 -0.71077249 -3.449427256
## [1624,] -0.68503594 -0.68928448 -3.449427256
## [1625,] 0.31513183 0.27767625 -0.336182595
## [1626,] 0.33687461 0.27767625 -0.363491759
## [1627,] 0.35861738 0.29916427 -0.423571919
## [1628,] 0.38036016 0.32065228 -0.483652079
## [1629,] 0.40210294 0.34214030 -0.538270406
## [1630,] 0.40210294 0.36362831 -0.620197897
## [1631,] 0.42384572 0.38511633 -0.696663556
## [1632,] 0.44558850 0.40660435 -0.762205549
## [1633,] 0.46733127 0.42809236 -0.833209374
## [1634,] 0.48907405 0.44958038 -0.898751367
## [1635,] 0.22816072 0.17023617 -0.729434552
## [1636,] 0.29338905 0.23470022 -0.784052880
## [1637,] 0.35861738 0.32065228 -0.915136865
## [1638,] 0.42384572 0.38511633 -0.980678858
## [1639,] 0.48907405 0.44958038 -1.068068182
## [1640,] 0.57604516 0.53553244 -1.160919338
## [1641,] 0.64127349 0.62148451 -1.149995673
## [1642,] 0.72824461 0.70743657 -1.188228502
## [1643,] 0.81521572 0.79338864 -1.220999499
## [1644,] 0.90218683 0.87934070 -1.231923164
## [1645,] 0.98915794 0.96529277 -1.226461331
## [1646,] 1.07612905 1.07273285 -1.166381171
## [1647,] -0.79374983 -0.77523654 -1.117224677
## [1648,] -0.70677872 -0.68928448 -1.117224677
## [1649,] 1.33704238 1.35207706 -1.078991847
## Schooling
## [1,] -0.722579898
## [2,] -0.758353113
## [3,] -0.794126328
## [4,] -0.829899544
## [5,] -0.937219189
## [6,] -1.044538835
## [7,] -1.151858480
## [8,] -1.223404911
## [9,] -1.330724556
## [10,] -1.438044202
## [11,] -1.509590632
## [12,] -1.903096000
## [13,] -2.010415645
## [14,] -2.117735291
## [15,] -2.225054936
## [16,] -2.368147797
## [17,] 0.744121925
## [18,] 0.744121925
## [19,] 0.744121925
## [20,] 0.744121925
## [21,] 0.422162988
## [22,] 0.135977267
## [23,] 0.028657621
## [24,] -0.042888809
## [25,] -0.185981670
## [26,] -0.257528100
## [27,] -0.472167392
## [28,] -0.436394176
## [29,] -0.507940607
## [30,] -0.507940607
## [31,] -0.543713822
## [32,] -0.507940607
## [33,] 0.815668356
## [34,] 0.815668356
## [35,] 0.815668356
## [36,] 0.672575495
## [37,] 0.529482634
## [38,] 0.350616558
## [39,] 0.171750482
## [40,] 0.064430836
## [41,] 0.064430836
## [42,] -0.042888809
## [43,] -0.150208455
## [44,] -0.257528100
## [45,] -0.257528100
## [46,] -0.651033468
## [47,] -0.972992404
## [48,] -1.116085265
## [49,] -1.294951341
## [50,] -1.438044202
## [51,] -1.581137063
## [52,] 1.853091596
## [53,] 1.853091596
## [54,] 1.817318381
## [55,] 1.781545166
## [56,] 1.674225520
## [57,] 1.566905875
## [58,] 1.495359444
## [59,] 1.495359444
## [60,] 1.423813014
## [61,] 1.495359444
## [62,] 1.495359444
## [63,] 1.531132660
## [64,] 1.495359444
## [65,] 0.207523697
## [66,] 0.207523697
## [67,] 0.207523697
## [68,] 0.207523697
## [69,] 0.064430836
## [70,] -0.078662024
## [71,] 0.064430836
## [72,] -0.150208455
## [73,] -0.329074531
## [74,] -0.436394176
## [75,] -0.436394176
## [76,] -0.472167392
## [77,] -0.472167392
## [78,] -0.364847746
## [79,] -0.329074531
## [80,] 2.962061268
## [81,] 2.926288052
## [82,] 2.854741622
## [83,] 2.747421976
## [84,] 2.640102331
## [85,] 2.497009470
## [86,] 2.497009470
## [87,] 2.461236255
## [88,] 2.926288052
## [89,] 2.926288052
## [90,] 3.069380913
## [91,] 3.033607698
## [92,] 2.854741622
## [93,] 2.997834483
## [94,] 1.352266584
## [95,] 1.280720153
## [96,] 1.280720153
## [97,] 1.280720153
## [98,] 1.173400508
## [99,] 1.137627292
## [100,] 1.066080862
## [101,] 1.101854077
## [102,] 1.030307647
## [103,] 0.994534432
## [104,] 0.922988001
## [105,] 0.922988001
## [106,] 1.423813014
## [107,] 1.209173723
## [108,] 1.173400508
## [109,] 0.028657621
## [110,] -0.078662024
## [111,] -0.114435240
## [112,] -0.150208455
## [113,] -0.150208455
## [114,] -0.185981670
## [115,] -0.185981670
## [116,] -0.185981670
## [117,] -0.507940607
## [118,] -0.329074531
## [119,] -0.400620961
## [120,] -0.472167392
## [121,] -0.543713822
## [122,] -0.758353113
## [123,] -0.758353113
## [124,] -0.794126328
## [125,] -0.972992404
## [126,] -1.151858480
## [127,] -1.330724556
## [128,] -1.259178126
## [129,] -1.259178126
## [130,] -1.330724556
## [131,] -1.402270987
## [132,] -1.438044202
## [133,] -1.509590632
## [134,] 1.280720153
## [135,] 1.280720153
## [136,] 1.244946938
## [137,] 1.209173723
## [138,] 1.209173723
## [139,] 1.173400508
## [140,] 1.066080862
## [141,] 0.994534432
## [142,] 0.887214786
## [143,] 0.815668356
## [144,] 0.708348710
## [145,] 0.636802280
## [146,] 0.529482634
## [147,] 0.422162988
## [148,] 0.350616558
## [149,] 1.495359444
## [150,] 1.495359444
## [151,] 1.459586229
## [152,] 1.423813014
## [153,] 1.352266584
## [154,] 1.316493368
## [155,] 1.316493368
## [156,] 1.316493368
## [157,] 1.280720153
## [158,] 1.280720153
## [159,] 2.389689824
## [160,] 2.318143394
## [161,] 2.389689824
## [162,] 2.175050533
## [163,] 2.103504103
## [164,] 0.243296912
## [165,] 0.279070128
## [166,] 0.135977267
## [167,] 0.100204052
## [168,] 0.100204052
## [169,] 0.207523697
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## [1354,] -1.116085265
## [1355,] -1.330724556
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## [1357,] -1.438044202
## [1358,] -1.473817417
## [1359,] -1.724229924
## [1360,] -1.974642430
## [1361,] -1.760003139
## [1362,] 0.314843343
## [1363,] 0.243296912
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## [1365,] 0.243296912
## [1366,] 0.243296912
## [1367,] 0.243296912
## [1368,] 0.279070128
## [1369,] 0.279070128
## [1370,] 0.279070128
## [1371,] 0.279070128
## [1372,] 0.279070128
## [1373,] 0.279070128
## [1374,] 0.279070128
## [1375,] 0.314843343
## [1376,] 0.314843343
## [1377,] 1.960411242
## [1378,] 1.924638027
## [1379,] 1.817318381
## [1380,] 1.709998736
## [1381,] 1.531132660
## [1382,] 1.495359444
## [1383,] 1.423813014
## [1384,] 1.388039799
## [1385,] 1.352266584
## [1386,] 1.316493368
## [1387,] 1.244946938
## [1388,] 1.244946938
## [1389,] 1.280720153
## [1390,] 1.280720153
## [1391,] 1.280720153
## [1392,] 0.672575495
## [1393,] 0.601029064
## [1394,] 0.565255849
## [1395,] 0.529482634
## [1396,] 0.493709419
## [1397,] 0.457936204
## [1398,] 0.422162988
## [1399,] 0.386389773
## [1400,] 0.350616558
## [1401,] 0.279070128
## [1402,] 0.243296912
## [1403,] 0.207523697
## [1404,] 0.207523697
## [1405,] 0.207523697
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## [1407,] 0.135977267
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## [1422,] -0.794126328
## [1423,] -0.865672759
## [1424,] -0.972992404
## [1425,] -1.080312050
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## [1427,] -1.008765620
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## [1429,] 1.316493368
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## [1431,] 1.316493368
## [1432,] 1.388039799
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## [1473,] 0.100204052
## [1474,] -0.007115594
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## [1476,] -0.042888809
## [1477,] -0.042888809
## [1478,] -0.042888809
## [1479,] -0.221754885
## [1480,] -0.400620961
## [1481,] -0.543713822
## [1482,] -0.722579898
## [1483,] 0.779895140
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## [1485,] 0.815668356
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## [1488,] 0.851441571
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## [1491,] 0.887214786
## [1492,] 0.887214786
## [1493,] 0.887214786
## [1494,] 0.565255849
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## [1497,] 0.565255849
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## [1500,] 0.171750482
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## [1502,] 0.135977267
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## [1504,] 0.100204052
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## [1508,] 0.028657621
## [1509,] -0.042888809
## [1510,] -0.078662024
## [1511,] 0.922988001
## [1512,] 0.922988001
## [1513,] 0.887214786
## [1514,] 0.851441571
## [1515,] 0.815668356
## [1516,] 0.815668356
## [1517,] 0.779895140
## [1518,] 0.779895140
## [1519,] 0.744121925
## [1520,] 0.636802280
## [1521,] 0.529482634
## [1522,] 0.493709419
## [1523,] 0.422162988
## [1524,] 0.350616558
## [1525,] 0.243296912
## [1526,] 0.851441571
## [1527,] 0.815668356
## [1528,] 0.779895140
## [1529,] 0.601029064
## [1530,] 0.314843343
## [1531,] 0.135977267
## [1532,] 0.135977267
## [1533,] 0.064430836
## [1534,] -0.078662024
## [1535,] -0.078662024
## [1536,] -0.042888809
## [1537,] -0.078662024
## [1538,] -0.221754885
## [1539,] -0.364847746
## [1540,] -0.507940607
## [1541,] -0.472167392
## [1542,] -0.507940607
## [1543,] -0.507940607
## [1544,] -0.543713822
## [1545,] -0.543713822
## [1546,] -0.579487037
## [1547,] -0.579487037
## [1548,] -0.615260252
## [1549,] -0.615260252
## [1550,] -0.651033468
## [1551,] -0.651033468
## [1552,] -0.651033468
## [1553,] -0.686806683
## [1554,] -0.758353113
## [1555,] -0.758353113
## [1556,] -0.758353113
## [1557,] -0.507940607
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## [1562,] -0.543713822
## [1563,] -0.436394176
## [1564,] -0.185981670
## [1565,] -0.221754885
## [1566,] -0.400620961
## [1567,] 1.101854077
## [1568,] 1.101854077
## [1569,] 1.066080862
## [1570,] 0.994534432
## [1571,] 0.994534432
## [1572,] 0.994534432
## [1573,] 0.994534432
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## [1584,] 1.209173723
## [1585,] 1.209173723
## [1586,] 1.244946938
## [1587,] 1.209173723
## [1588,] 1.280720153
## [1589,] 1.137627292
## [1590,] 1.101854077
## [1591,] 1.209173723
## [1592,] 1.209173723
## [1593,] 1.030307647
## [1594,] 0.922988001
## [1595,] 0.744121925
## [1596,] 0.672575495
## [1597,] -0.007115594
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## [1599,] -0.042888809
## [1600,] -0.042888809
## [1601,] -0.078662024
## [1602,] -0.114435240
## [1603,] -0.078662024
## [1604,] -0.114435240
## [1605,] -0.114435240
## [1606,] -0.150208455
## [1607,] -0.185981670
## [1608,] -0.293301316
## [1609,] -0.400620961
## [1610,] -0.472167392
## [1611,] -0.472167392
## [1612,] -0.472167392
## [1613,] -0.472167392
## [1614,] -0.472167392
## [1615,] -0.507940607
## [1616,] -0.507940607
## [1617,] -0.507940607
## [1618,] -0.543713822
## [1619,] -0.543713822
## [1620,] -0.507940607
## [1621,] -0.615260252
## [1622,] -0.686806683
## [1623,] -0.722579898
## [1624,] -0.901445974
## [1625,] 0.135977267
## [1626,] 0.135977267
## [1627,] 0.064430836
## [1628,] -0.042888809
## [1629,] -0.114435240
## [1630,] -0.185981670
## [1631,] -0.257528100
## [1632,] -0.364847746
## [1633,] -0.436394176
## [1634,] -0.507940607
## [1635,] -0.651033468
## [1636,] -0.615260252
## [1637,] -0.829899544
## [1638,] -0.722579898
## [1639,] -0.758353113
## [1640,] -0.794126328
## [1641,] -0.865672759
## [1642,] -0.901445974
## [1643,] -0.937219189
## [1644,] -1.008765620
## [1645,] -1.044538835
## [1646,] -0.937219189
## [1647,] -0.758353113
## [1648,] -0.829899544
## [1649,] -0.829899544
## attr(,"scaled:center")
## Adult Mortality infant deaths
## 1.682153e+02 3.255306e+01
## Alcohol percentage expenditure
## 4.533196e+00 6.989736e+02
## Hepatitis B Measles
## 7.921771e+01 2.224494e+03
## BMI under-five deaths
## 3.812862e+01 4.422013e+01
## Polio Total expenditure
## 8.356458e+01 5.955925e+00
## Diphtheria HIV/AIDS
## 8.415525e+01 1.983869e+00
## GDP Population
## 5.566032e+03 1.465363e+07
## thinness 1-19 years thinness 5-9 years
## 4.850637e+00 4.907762e+00
## Income composition of resources Schooling
## 6.315512e-01 1.211989e+01
## attr(,"scaled:scale")
## Adult Mortality infant deaths
## 1.253104e+02 1.208472e+02
## Alcohol percentage expenditure
## 4.029189e+00 1.759229e+03
## Hepatitis B Measles
## 2.560466e+01 1.008580e+04
## BMI under-five deaths
## 1.975425e+01 1.628980e+02
## Polio Total expenditure
## 2.245056e+01 2.299385e+00
## Diphtheria HIV/AIDS
## 2.157919e+01 6.032360e+00
## GDP Population
## 1.147590e+04 7.046039e+07
## thinness 1-19 years thinness 5-9 years
## 4.599228e+00 4.653757e+00
## Income composition of resources Schooling
## 1.830887e-01 2.795388e+00
as.matrix(scale.expect)%*%fact.load.expect%*%solve(t(fact.load.expect)%*%fact.load.expect)
## PC1 PC2 PC3 PC4 PC5
## [1,] -0.4512141098 -0.0035488089 1.726400437 0.4544201925 1.340602e-01
## [2,] -0.3156043928 -0.2606289987 0.994612228 0.4001947843 1.728338e-01
## [3,] -0.3892192342 -0.0137389720 0.815163846 0.3783699080 1.519083e-01
## [4,] -0.4031564817 -0.2230888512 0.640954348 0.3819238992 1.551339e-01
## [5,] -0.4353406385 -0.2227666207 0.572251437 0.3610355131 1.773233e-01
## [6,] -0.5166348387 -0.1980872490 0.688512787 0.3675528388 1.346304e-01
## [7,] -0.5557188797 -0.2269722386 0.845100517 0.3781270384 1.325677e-01
## [8,] -0.5552722924 -0.1881343944 0.774578544 0.3333742773 1.139923e-01
## [9,] -0.6173749888 -0.0093080903 0.775127733 0.2602019280 5.778483e-02
## [10,] -0.6645692473 -0.1943724585 0.966073278 0.3045146928 6.084375e-02
## [11,] -0.7528268728 -0.1926777940 0.944130459 0.3371701741 8.355668e-02
## [12,] -0.9477385070 -0.0822786799 2.841446015 0.4632628014 7.233900e-03
## [13,] -0.9950303591 -0.1928691772 1.561429708 0.3666949792 1.109794e-03
## [14,] -1.7070303213 -0.0648365747 1.828328351 1.3717149081 -3.711897e-02
## [15,] -2.3595138544 -0.0322978192 1.815740593 -0.2383440357 -1.306260e-01
## [16,] -2.4144508227 -0.0471718499 2.203278129 -0.2238396303 -1.451397e-01
## [17,] 0.3230471083 0.0116092315 -0.743122852 0.5007143969 4.455481e-01
## [18,] 0.3249821992 -0.0249691720 -0.666314351 0.7902017054 4.049337e-01
## [19,] 0.3357813490 -0.0024668456 -0.751177524 0.4455053256 3.872335e-01
## [20,] 0.3708504279 -0.0181161351 -0.748063351 0.4158716809 3.979624e-01
## [21,] 0.2180566236 -0.0219168520 -0.760926284 0.3891567235 3.390457e-01
## [22,] 0.1296862844 -0.0289571170 -0.780082728 0.3742613462 6.065298e-01
## [23,] 0.0701560026 -0.0223553685 -0.723491494 0.3495746128 3.298780e-01
## [24,] 0.0759826177 -0.0684723450 -0.746734773 0.7481867157 6.132300e-01
## [25,] -0.0081700638 -0.0978125763 -0.716820894 0.7185604069 5.960265e-01
## [26,] -0.1922282648 -0.5639484869 -0.776195686 0.3222843990 3.530146e-01
## [27,] -0.2328912817 -0.1031589330 -0.711491535 0.7077746160 5.417996e-01
## [28,] -0.3561456680 -0.0990700152 -0.737696853 0.7274765522 3.666213e-01
## [29,] -0.3739778113 -0.1146182154 -0.696524660 0.7405816383 5.197116e-01
## [30,] -0.4647952648 -0.1208594773 -0.727718487 0.7777543430 4.158488e-01
## [31,] -0.4211825441 -0.1431650456 -0.688527649 0.7546923964 4.149856e-01
## [32,] -0.4981332597 -0.1518987207 -0.698541398 0.7999187078 4.157157e-01
## [33,] 0.0713892906 0.3850318311 -0.618433643 1.1294694802 6.808512e-01
## [34,] 0.0035182731 0.4087852229 -0.656764150 0.6542231554 2.553805e-01
## [35,] 0.0311440719 0.3828140667 -0.666532252 0.6295614275 2.244089e-01
## [36,] -0.0391293455 0.3630353994 -0.686387068 0.6061431417 2.039979e-01
## [37,] -0.1227693611 0.3486324861 -0.699399952 0.5923411974 2.439346e-01
## [38,] -0.1579294190 0.0874966351 -0.638320091 0.6028929320 2.831199e-01
## [39,] -0.1459382284 0.0559789605 -0.533834844 0.5873392037 4.988012e-01
## [40,] 0.2916149903 -0.6905315068 0.733385366 0.6236811574 5.795788e-02
## [41,] 0.3484064001 0.0549637040 0.761905710 0.6044923525 2.889034e-01
## [42,] -0.2173831541 0.1917128122 -0.293600605 0.5244433668 4.670666e-01
## [43,] -0.2469055166 -0.1076864219 -0.111308872 1.0850499224 3.007191e-01
## [44,] 0.6321053696 -0.2700884339 0.832781098 -0.8278177613 3.067201e-01
## [45,] 0.4465411339 -0.1633672578 0.370051131 -0.9052817725 2.865733e-01
## [46,] 0.2630220260 -0.1349299492 0.291815222 -0.9906831324 -4.732400e-02
## [47,] 0.0688332528 0.0807360069 0.420236799 -1.0015134713 -8.219050e-02
## [48,] -0.0990060879 -0.0895486663 0.041460799 -1.0381494454 -1.460475e-01
## [49,] -0.0107078863 -0.0367493612 2.054899371 -0.8219303905 -3.216408e-02
## [50,] -0.2566484539 -0.0170038896 0.629405587 -0.9701078052 -1.441624e-01
## [51,] -0.4386930861 0.0203814300 0.279442825 -0.9838336448 -1.198840e-01
## [52,] 1.2673492150 0.3536706312 -0.394816778 0.1428158289 7.613679e-02
## [53,] 1.2891362355 0.3424974449 -0.506170637 0.1132363944 -2.392704e-04
## [54,] 1.3729824338 -0.0068248959 -0.306978195 0.6128811856 -2.760604e-04
## [55,] 1.0955601931 -0.3421115554 -0.319570294 0.5803687111 -3.913690e-01
## [56,] 1.2847628805 0.3223727125 -0.431865325 0.1474744297 8.092211e-01
## [57,] 1.0866837744 0.0320327849 -0.421551016 0.1385944336 9.722595e-02
## [58,] 1.7356846412 -0.1628255737 1.112643850 0.2130850711 8.718271e-02
## [59,] 1.1509960711 0.0141963324 -0.144889285 0.1391040963 2.036656e-01
## [60,] 1.0801158907 0.0149457131 -0.136255246 0.1702152574 2.981879e-01
## [61,] 1.1173491886 0.2874465565 -0.432228800 0.1483065479 8.219504e-01
## [62,] 1.1042923544 0.2167802229 -0.198486100 0.6361474472 4.695179e-01
## [63,] 1.2571508844 -0.0185157400 -0.083885914 0.1667846507 8.841760e-01
## [64,] 1.2773180913 -0.0432286049 0.116774550 0.1636718974 6.489050e-01
## [65,] 0.1076639637 -0.0834998496 -0.485240949 0.8111565662 3.639135e-01
## [66,] 0.0347167954 -0.0311323874 -0.626546470 0.3303214150 3.383913e-01
## [67,] 0.0340684396 -0.0217281807 -0.629110304 0.3281030928 3.418251e-01
## [68,] 0.0728732152 -0.0350986077 -0.637613656 0.2776060882 3.369428e-01
## [69,] -0.0049641039 -0.0401090207 -0.599206022 0.2622012676 3.559129e-01
## [70,] -0.1703299036 -0.5602343727 -0.599467909 0.2388195511 1.352666e-01
## [71,] 0.0260113771 -0.6695032668 -0.346717867 0.7846602675 3.770580e-01
## [72,] -0.1730738036 -0.0934524129 1.126630281 0.3887278034 3.246645e-01
## [73,] -0.1436305648 -0.1223143123 -0.057292768 0.2616392068 3.362812e-01
## [74,] -0.1025445627 -0.2380276765 1.196259752 0.4010020318 4.750645e-01
## [75,] -0.3815852861 -0.1022457887 -0.470830470 0.2878032310 4.080350e-01
## [76,] -0.5277374622 -0.0634888104 -0.630281327 0.3007708593 4.633154e-01
## [77,] -0.5690037733 -0.0667889666 -0.604651574 0.3050576647 4.009754e-01
## [78,] -0.3650134143 -0.1230526117 -0.232180803 0.3062572261 4.398665e-01
## [79,] -0.2488116277 -0.1588104667 0.051599069 0.3222991790 4.653414e-01
## [80,] 0.8420014833 0.0846425382 -0.097537312 0.5423334248 -5.211742e+00
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## [707,] -0.0213220868 0.1307099197 -0.507391820 0.9046556150 -2.272866e+00
## [708,] -0.0386043316 0.1496951741 -0.567194599 0.6619713410 -2.213594e+00
## [709,] 0.0684990159 0.1074065934 -0.469198603 0.9073805917 -1.872220e+00
## [710,] 0.0006063069 0.1325508817 -0.518542715 0.6656231735 -1.944963e+00
## [711,] 0.5884677483 0.0811607261 -0.520702186 0.7302386646 5.959897e-01
## [712,] 0.2797280603 0.1052475718 -0.593235162 0.6884167794 -6.070978e-01
## [713,] 0.2809470838 0.0909887812 -0.541293283 0.6861715189 -6.826317e-01
## [714,] 0.5829553977 0.0679646346 -0.565911018 0.7167892881 8.741923e-01
## [715,] 0.5628254408 0.0639971512 -0.499526841 0.7216233057 7.673116e-01
## [716,] 0.4646121795 -0.5664352475 -0.545894863 0.6772902593 4.181865e-01
## [717,] 0.0965439223 -0.5354807679 -0.654111775 0.6495533437 -9.589644e-01
## [718,] 0.2607570146 0.0724928579 -0.488139288 0.6709604024 -5.935105e-01
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## [720,] 0.4697250255 0.0331780029 -0.432456679 0.6822586648 8.261879e-01
## [721,] 0.4311623474 0.0356893179 -0.494831868 0.6583488082 6.640265e-01
## [722,] 0.5174350508 0.0789969581 -0.390584200 0.4464074534 -2.244459e+00
## [723,] 1.2191303614 0.0666778636 -0.430014436 0.5202114770 7.087388e-01
## [724,] 0.4826802806 0.4890925769 -0.506627243 0.6166962672 -2.205467e+00
## [725,] 0.2776753206 0.4483814952 -0.515936533 0.6357954738 -2.603355e+00
## [726,] 0.3057116316 0.4886640841 -0.502084742 0.6356745891 -2.418350e+00
## [727,] 0.2621252755 -0.5175646781 -0.536021153 0.4024158831 -2.741359e+00
## [728,] 1.2372136691 0.4005840952 -0.491427203 0.4329915847 9.524544e-01
## [729,] 0.4730372708 0.0729928300 -0.514303483 0.3427904855 -2.525161e+00
## [730,] 1.1600931409 0.3954960787 -0.508318348 0.3765604828 6.628861e-01
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## [732,] 0.5238708600 0.4160991745 -0.492081555 0.2719162482 -1.941746e+00
## [733,] 0.7091395614 -0.0958760996 -0.486911960 0.2913514141 -1.503021e+00
## [734,] 0.7790335469 -0.1406305650 -0.400816935 0.3125166535 -1.057055e+00
## [735,] 1.2528134610 -0.0926781855 -0.362203050 0.3103291549 9.273416e-01
## [736,] 1.2511493628 -0.0883567875 -0.255357155 0.3009658067 8.992786e-01
## [737,] -0.0030708825 -0.0231336807 -0.460895054 0.2526818404 2.527789e-01
## [738,] 0.0451397364 -0.0279488578 -0.374939128 0.2532993398 6.195854e-01
## [739,] -0.0002870888 -0.0225290449 -0.663385336 0.2357105688 5.777352e-01
## [740,] 0.0299136471 -0.0302191101 -0.473787440 0.2309912698 5.675522e-01
## [741,] -0.1789950193 -0.5600892138 -0.626983005 0.2140065334 2.161413e-02
## [742,] 0.6588853026 -0.4046057563 4.045963884 0.5710720675 3.627855e-01
## [743,] -0.0309970109 -0.0724978789 -0.425542928 0.2354138430 5.482399e-01
## [744,] -0.0164395344 -0.0631701942 -0.507664317 0.1494446995 5.345607e-01
## [745,] -0.0545876637 -0.1304278277 -0.694596402 0.6319219786 3.095069e-01
## [746,] -0.1000410296 -0.0442812883 -0.870663824 -0.0378502301 5.057141e-01
## [747,] -0.3749002854 -0.0455185958 -0.825012970 -0.1116726186 2.292587e-01
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## [749,] -0.2325539420 0.1647194546 -0.779836552 0.6279205544 6.458124e-01
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## [751,] -0.2987119653 0.2114207688 -0.789056108 0.6170454650 6.375121e-01
## [752,] -0.2742350847 0.2013787155 -0.782431459 0.6170707548 6.489019e-01
## [753,] -0.3315294651 0.1484505578 -0.775351178 0.6050235326 2.841861e-01
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## [756,] -0.2051737534 0.1090031944 -0.734588805 1.0532637600 4.685514e-01
## [757,] -0.2300526114 0.1489644497 -0.775248479 0.5909678189 4.762500e-01
## [758,] -0.1555801516 0.1251464599 -0.613178403 0.5854501501 6.806342e-01
## [759,] -0.2411680835 0.1202212526 -0.613129176 0.5978209475 6.679739e-01
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## [783,] 0.2199407942 -0.3517953462 3.811197250 -0.3026852167 1.868419e-01
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## [853,] -0.6008277234 -0.4953615738 2.225767942 -0.1173247688 2.971980e-01
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## [862,] 1.7877373247 -0.0547159526 -0.441653285 -0.4871201441 -3.337178e-01
## [863,] 1.8888860472 -0.1553253147 -0.325928981 0.3733938316 -6.726628e-02
## [864,] 1.9957399179 -0.1031570671 -0.359721719 -0.4446665802 8.907512e-01
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## [871,] -1.2849346270 -0.4928095653 -0.647887100 -0.0280166194 -1.035076e+01
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## [873,] 1.0593475859 -0.7123383603 -0.542020634 0.4643795861 -8.339406e-01
## [874,] -1.1867297631 0.1185885269 -0.534946063 -0.0493339507 -1.017398e+01
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## [877,] -1.3951046694 0.0845922034 -0.500004802 0.2072910101 -1.074208e+01
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## [880,] 1.2597839775 -0.1334967254 -0.480576119 0.4738458416 1.197780e-01
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## [882,] -0.0366827280 -0.0230614546 -0.528929832 -0.0734271665 -5.518047e+00
## [883,] 1.3965077271 -0.1360191476 -0.497080611 0.0578595619 3.884962e-01
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## [887,] -0.7467414183 -0.2221207371 0.368540857 0.9873112040 1.680048e-01
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## [890,] -0.1911154171 -0.5588207038 3.928722356 0.3077197410 1.696978e-01
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## [892,] -1.0087896573 -0.1204068780 0.073988401 -0.0364008651 9.643572e-02
## [893,] -1.1482146338 -0.0877569014 -0.291851543 -0.0807281283 4.871133e-02
## [894,] -1.1386508719 -0.2167312299 -0.261291994 -0.0708686063 5.775970e-02
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## [908,] -0.8562708689 -0.1337214836 -0.749151614 -1.4825416560 1.493208e-01
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## [910,] -0.7478962116 0.1589628897 -0.515196824 -4.0145326347 -6.073165e-03
## [911,] -0.2438403784 -0.2474150598 0.565773094 -1.6411682175 1.597030e-01
## [912,] 0.0147127884 -0.1940142350 -0.778441163 0.6219097611 -2.227844e-01
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## [918,] -0.0512243970 -0.2602291180 -0.832193394 0.6014750864 -8.494989e-02
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## [921,] -0.0188868928 -0.4555885670 -0.844583345 0.5790539240 -4.287392e-02
## [922,] 0.0487573900 -0.3770279138 -0.723403085 0.6200002850 1.201925e-01
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## [925,] -0.0431589205 -0.3701113443 -0.773077138 0.5837655398 1.469541e-01
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## [929,] -0.1913446522 -0.4421667127 -0.901566304 1.1057456984 -2.358444e-01
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## [936,] -0.0185145415 -0.5502244579 -0.851047633 0.9342169717 8.538697e-02
## [937,] 0.1265550110 -0.6114403672 -0.760115867 1.2197123250 2.812494e-02
## [938,] 0.0262278629 -0.5723854444 -0.898495500 0.7874793135 3.613145e-02
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## [943,] -1.5163586437 0.0630772255 1.525444703 -0.0751936400 -3.440986e-02
## [944,] -1.3734003217 -0.1959487043 0.654467728 0.9500571311 4.348566e-02
## [945,] -1.4058380443 -0.0845186739 0.559314915 -0.1302110107 -2.916268e-02
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## [952,] -2.5704031037 0.0712139063 1.411726125 -0.4804504206 -2.318568e-01
## [953,] -2.5771965669 0.0619441274 0.408131458 -0.5819082527 -1.958076e-01
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## [956,] 0.7968289490 0.0890071104 -0.507811880 0.4907302367 7.415958e-01
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## [968,] -0.5701798722 -0.6610290503 3.908736933 1.2152193206 9.989241e-02
## [969,] -1.2215364746 -0.2917000168 0.211625477 0.1441084441 -2.365279e-02
## [970,] -1.1357951372 -0.3801074566 0.979888724 0.2088339219 6.206613e-02
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## [984,] 0.3514528697 -0.3628415626 -0.791746805 0.2854081899 7.589142e-02
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## [992,] 0.2416923042 1.0371438321 0.037484477 0.7087947652 6.101088e-01
## [993,] 0.1985434611 0.2418947834 -0.768249882 0.2566761452 6.226374e-01
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## [1088,] 0.3127455103 0.0942518557 -0.559543858 0.7528370956 -2.107882e+00
## [1089,] 1.5038126663 -0.1271424711 0.384005754 0.7283219505 -1.736406e+00
## [1090,] 1.8473988972 -0.7231076017 1.137599561 0.4833673605 -1.783627e+00
## [1091,] 2.5314367869 -0.3169317037 1.138656579 0.4469074143 4.414988e-01
## [1092,] -0.6116321725 0.0568294085 -0.796059855 0.2327359987 3.257288e-01
## [1093,] -0.6128878489 0.0848375029 -0.818499147 0.1737642219 3.353327e-01
## [1094,] -0.6088658939 0.0357882430 -0.814203242 0.1738564415 3.439030e-01
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## [1096,] -0.7199553292 -0.4677001934 -0.907086975 0.1508514498 9.591099e-02
## [1097,] -0.6587656976 0.0471639467 -0.851920184 0.1239473884 3.135357e-01
## [1098,] -0.6620897953 -0.0038552544 -0.776262872 0.0927301769 3.085746e-01
## [1099,] -0.6230541779 -0.0290820833 -0.561443289 0.0825077080 3.172684e-01
## [1100,] -0.5143343792 -0.1309155504 -0.234772112 0.7677395562 4.783587e-01
## [1101,] -0.5849965333 -0.0325141816 -0.226436948 -0.0013669293 3.069899e-01
## [1102,] -0.5795900429 -0.1020323939 1.373706821 0.1156626247 3.681820e-01
## [1103,] -0.5602678876 -0.0834693194 -0.208125901 -0.0141460099 4.173009e-01
## [1104,] -0.6348046767 -0.0587860491 -0.174278874 -0.0131066883 3.924218e-01
## [1105,] -0.6983401524 -0.1001897733 -0.320680720 -0.0133413421 3.553179e-01
## [1106,] -0.7227794405 -0.1201116327 -0.107309886 -0.0008098355 3.456278e-01
## [1107,] -1.9223719881 -0.0245306807 0.501117194 0.1890562458 -1.086307e-01
## [1108,] -2.2116296630 0.0212609192 0.732821923 0.0360307599 -1.532102e-01
## [1109,] -2.6240503867 0.1129739582 0.323569442 -0.1401571901 -1.902022e-01
## [1110,] -2.7874212065 0.0230741233 1.315954817 -0.0968294600 -2.438689e-01
## [1111,] -2.0683245083 -0.1624145307 2.639830686 -0.0590086461 -1.238056e-01
## [1112,] -2.4995017465 0.0612917960 0.289207251 -0.1512321388 -2.149241e-01
## [1113,] -0.6923158282 2.4480717640 1.559468331 -0.7896151560 -8.543899e-02
## [1114,] 0.0198729591 2.0675577286 1.727671849 -1.2505166239 7.327590e-02
## [1115,] -0.1166512608 3.6831102208 1.894765204 -1.5218622227 -2.269476e-02
## [1116,] 0.3554262793 2.4270840572 1.726570679 -1.2858084268 6.134304e-02
## [1117,] 0.4965871428 3.5831910653 1.324598454 -1.3335138516 4.713881e-02
## [1118,] 0.5912740805 2.6683547098 0.877792611 -1.2764169978 2.247112e-01
## [1119,] 0.7356947191 2.4598763259 2.458546390 -1.2038854879 1.208237e-01
## [1120,] 0.7878880605 2.4377906502 1.839239179 -1.2980525253 7.699623e-02
## [1121,] 1.0524939977 2.5946820957 3.014360683 -1.2501607831 2.475067e-01
## [1122,] 1.0075714855 2.3240004398 2.287138091 0.4574602055 3.969213e-01
## [1123,] -0.4778286827 2.6660797737 0.159663441 0.6402444632 2.959183e-03
## [1124,] -1.1773574055 2.7298702789 0.135327166 0.4142028900 -5.360979e-02
## [1125,] -1.1998787219 2.7234623859 0.136267096 0.4099485105 -6.390003e-02
## [1126,] -1.8059780753 2.8603800132 0.045921090 0.1003824963 -8.587320e-02
## [1127,] -1.6223773142 1.5982496206 -0.186707353 0.1993625264 3.923339e-02
## [1128,] -1.6956472664 1.5985551199 1.367160593 0.2955073763 -2.361194e-02
## [1129,] -0.9333883280 1.2924657997 1.741681877 0.5467889339 -4.639744e-02
## [1130,] -1.0590431945 1.3037190217 0.145743557 0.4283832603 -4.130262e-02
## [1131,] -0.5204790740 1.3411600923 -0.016328356 0.7275016789 4.176843e-03
## [1132,] 0.0188752055 1.1193685060 1.294777615 1.5540147919 7.730889e-02
## [1133,] -0.5507406344 1.1913341498 0.668278594 0.7566560442 -4.017664e-02
## [1134,] -0.5459261020 1.2046779064 0.589265961 0.7443873723 -3.862437e-02
## [1135,] 0.9981165959 -0.3578126216 4.226919342 0.6033197474 -3.642610e-01
## [1136,] 1.0861143598 -0.3511218709 2.998846389 0.5198065833 -2.234136e-01
## [1137,] 0.5916291922 -0.1052235602 0.040741935 0.7392320826 6.358897e-01
## [1138,] 0.5529833320 -0.0819826600 -0.142524891 0.2677716630 6.665398e-01
## [1139,] 0.2686366725 -0.0136186601 -0.473890433 0.2260407508 -2.371697e-02
## [1140,] 0.3730659349 -0.0646640353 0.018686379 0.2353814286 1.904809e-02
## [1141,] 0.3764540212 -0.0739199998 -0.047839902 0.2283065668 6.274872e-02
## [1142,] 0.4733969410 -0.1169623979 0.015885484 0.2765504876 6.353134e-01
## [1143,] 0.2861372308 -0.0957762255 -0.338076083 0.2758740543 2.347972e-01
## [1144,] 0.1039373242 -0.6002381786 -0.378540444 0.2850064527 2.693470e-02
## [1145,] 0.1273651593 -0.0498183388 -0.489625798 0.2836074597 3.038632e-01
## [1146,] 0.1494023771 -0.0784771364 -0.668375754 0.2659498143 4.392047e-01
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## [1150,] -1.4163625212 0.1082817523 1.317907837 -0.2017460972 1.808138e-01
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## [1157,] -1.6708480551 -0.0045073549 0.475115891 -0.4438873231 6.252608e-02
## [1158,] -1.5840180552 -0.1570492503 0.822832055 0.6982831642 2.005964e-01
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## [1160,] -1.8852303641 -0.0692248438 0.676830152 -0.5036720556 2.670072e-02
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## [1162,] -1.9233562802 -0.0821657769 1.223234074 -0.5084321585 5.410609e-03
## [1163,] -1.9139404092 -0.1366402083 1.151795687 -0.5440626137 -5.469387e-02
## [1164,] -0.7798630637 0.0673530380 -0.164841651 0.4695590942 1.607665e-01
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## [1166,] 0.1346792596 -0.0966122375 -0.155106959 0.1123512597 1.718850e-01
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## [1173,] 0.0760062479 -0.1104492619 -0.588519279 0.0226048002 5.441914e-01
## [1174,] 0.6897986209 -0.3752408182 0.992314316 0.1137110772 5.730714e-01
## [1175,] 0.2261294431 -0.2089328536 -0.110032108 0.0415371734 4.551150e-01
## [1176,] -0.4799730455 0.1121471744 -0.115542618 0.5179129536 -3.459453e-02
## [1177,] 0.1974306383 0.0150772640 0.096855308 0.2656050998 4.045211e-02
## [1178,] 0.1182976079 0.0402923173 -0.561593347 0.2101062232 6.312247e-02
## [1179,] 0.0935136674 0.2217315584 -0.401407324 0.1878195899 1.126735e-01
## [1180,] 0.1493360075 0.1668569905 -0.443774239 0.7119640096 6.094623e-01
## [1181,] 0.1045115939 -0.0529799221 -0.416258912 0.7215489951 2.765237e-01
## [1182,] 0.0694702086 -0.5110110470 -0.551596968 0.1541883843 3.532957e-01
## [1183,] -0.1172396520 -0.3127487439 -0.592920047 0.1699806685 2.664289e-02
## [1184,] -0.0704193574 0.2029433304 -0.594623514 0.1710403962 2.711695e-01
## [1185,] -0.0020480691 -0.0331309087 0.248662332 0.1946890999 3.055646e-01
## [1186,] -0.0851703526 0.1818590724 -0.190658394 0.1294894036 3.128833e-01
## [1187,] 0.2889525842 0.1127679459 -0.104651153 0.1214284640 5.704710e-01
## [1188,] 0.3040022002 -0.8046147919 0.506499996 0.1433652073 3.461140e-01
## [1189,] 0.0895540036 -0.0769042909 -0.304470226 -0.0512358268 3.840061e-01
## [1190,] -0.0285272797 0.5813175844 -0.423068086 -0.1472294319 1.802046e-01
## [1191,] 0.0920429481 -0.1309098216 -0.291167386 -0.0656446159 2.240790e-01
## [1192,] 0.0133346080 0.4691847443 0.099403292 -0.0964191376 1.994058e-01
## [1193,] 0.0513198680 -0.0753730411 -0.235370673 -0.0479991980 2.473122e-01
## [1194,] -0.0534286833 -0.0401554126 -0.457020225 -0.0508856662 2.261119e-01
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## [1196,] -0.0161811753 -0.2789114086 -0.188538908 -0.0493006211 1.611525e-01
## [1197,] 0.0160134859 0.2475697031 1.525890625 -0.0175984928 1.158575e-01
## [1198,] 0.2194495956 0.3888185588 0.298925020 -0.0888043222 3.254534e-01
## [1199,] 0.2916210061 -0.2568576809 0.371947183 -0.0068172267 3.653468e-01
## [1200,] 0.3414730169 -0.3091065723 0.787161478 -0.0020802454 3.477525e-01
## [1201,] 0.1943629415 0.2831649823 0.667423715 -0.0754253489 2.514719e-01
## [1202,] 0.5126700780 0.1742393962 1.390763527 -0.0282357992 3.391227e-01
## [1203,] 1.6624417113 -0.0695477056 -0.399384447 0.5434478558 2.610442e-01
## [1204,] 1.6442644221 -0.7459353267 -0.496927272 0.4867469172 6.623552e-01
## [1205,] 1.4258561018 -0.0273246963 -0.516645012 0.0403882193 2.391427e-01
## [1206,] 1.4282962733 -0.0312721909 -0.550114205 0.0193043140 1.970577e-01
## [1207,] 1.3633909807 -0.0831217871 -0.513136908 0.5331982639 2.777462e-01
## [1208,] 1.2470510236 -0.0295409292 -0.562110947 -0.0075995971 -5.473970e-02
## [1209,] 1.5365306807 0.1379333018 -0.533654424 0.4784705718 9.308318e-01
## [1210,] 1.4887773147 -0.0914904970 -0.614819461 -0.0402344485 8.406740e-01
## [1211,] 1.3769850305 0.1906416115 -0.667935767 -0.0480025751 8.636223e-01
## [1212,] 1.2023993291 0.2028114981 -0.689285458 -0.0086032806 7.781660e-01
## [1213,] 1.1732757972 0.2064080437 -0.689190668 0.0050264873 3.320937e-01
## [1214,] 1.1946327210 -0.0822000230 -0.619305526 0.0503977514 4.135560e-01
## [1215,] 0.9915011534 -0.0398408912 -0.665838705 0.0826918664 4.106712e-01
## [1216,] 0.9394454602 -0.0507921560 -0.611083232 0.0761066960 4.099340e-01
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## [1218,] 1.3968225208 -0.6533925967 -0.570168624 0.2846387328 5.955980e-01
## [1219,] 0.8840717163 -0.6160381633 -0.593901638 0.2214340879 -1.156021e+00
## [1220,] 1.6369719301 -0.0637811447 -0.473301065 0.1880900987 8.248745e-01
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## [1222,] 1.3709137440 -0.1124747199 -0.541692553 -0.0138896764 -1.208423e+00
## [1223,] 1.8225221807 -0.1824742460 -0.427317939 0.3904682207 6.845125e-01
## [1224,] 1.0251979400 -0.0571691088 -0.447471128 0.0599903927 -1.371311e+00
## [1225,] 1.5059138830 -0.1096458960 -0.421587487 0.0904546438 7.725241e-01
## [1226,] 1.1534978185 -0.0944838579 -0.444095507 0.0095547808 -9.026266e-01
## [1227,] 1.2379128964 -0.1678206491 -0.201218136 0.3885500655 -8.014144e-01
## [1228,] 1.7151254906 -0.1606333421 -0.293230664 0.0409257337 8.362878e-01
## [1229,] 1.4869254429 -0.1881688252 -0.358403226 0.3176312763 -4.728546e-01
## [1230,] 1.3889864810 -0.1980006745 -0.172431766 0.4330049890 -2.425412e-01
## [1231,] 1.9078310916 -0.9201993345 1.096068367 0.5115654828 -2.799602e-01
## [1232,] 1.6630094004 -0.8181150899 0.224956140 0.4977122601 6.599934e-01
## [1233,] 0.1181214708 0.1026941612 -0.567320835 0.5369442972 7.180398e-01
## [1234,] 1.0923633602 0.0809797075 -0.317531445 0.0414804755 -7.276403e-03
## [1235,] 1.2645975157 -0.1507956193 -0.352233930 0.0742583554 1.274152e-01
## [1236,] 1.4540144027 -0.1223123140 -0.253137396 0.1197151847 8.859870e-01
## [1237,] 1.2539953736 -0.0556662372 -0.473028739 0.0281587477 1.673392e-01
## [1238,] 1.5597727230 -0.0975106461 -0.437738757 -0.0483133513 8.427154e-01
## [1239,] 1.5864569831 -0.1197084537 -0.482830170 -0.1383032034 7.688232e-01
## [1240,] 1.1395016150 -0.0877603952 -0.576511063 -0.0811381913 1.129446e-01
## [1241,] 0.8188856795 -0.0888998323 -0.662997885 0.0124964605 2.610542e-01
## [1242,] 0.6461284663 0.0428563566 -0.696518780 0.0161821827 2.923029e-01
## [1243,] 0.8356848203 0.0589583019 -0.673579153 -0.1097402573 4.047921e-01
## [1244,] 0.6383401640 0.0732160990 -0.688619320 -0.1018470673 4.157294e-01
## [1245,] 0.7281236219 -0.0907029680 -0.724469342 -0.1544093176 5.367975e-01
## [1246,] 0.6943381310 -0.0992442552 -0.749992698 -0.1730902980 4.861270e-01
## [1247,] 0.6862916111 0.0374443378 -0.768511776 -0.1892975526 4.902903e-01
## [1248,] 0.8672872074 1.1039636295 -0.732984400 -0.4696150618 -2.640222e-01
## [1249,] 1.0086551680 0.1539892437 -0.601334220 -0.4203111183 -3.590971e-01
## [1250,] 1.1491444705 0.1311929983 -0.611963436 -0.4892196763 6.943340e-02
## [1251,] 1.1024950706 0.1422151351 -0.601180666 -0.5211801619 8.683543e-02
## [1252,] 0.9766716359 1.1061777870 -0.760196521 -0.6666333537 6.329629e-01
## [1253,] 0.9556082221 1.1145527403 -0.790700733 -0.7072824582 3.306862e-01
## [1254,] 1.1971070519 0.1383993741 -0.660348727 -0.7360767741 1.962305e-01
## [1255,] 1.3527157692 0.0203020418 -0.651647519 -0.7454677850 7.430146e-01
## [1256,] 1.3498687996 -0.0088443806 -0.563102806 0.4665896293 8.098228e-01
## [1257,] 0.9328724072 1.1174933138 -0.830225047 -1.0442834672 2.423756e-01
## [1258,] 1.2062799055 0.0180810777 -0.642495035 -0.8796646754 7.103297e-01
## [1259,] 0.8616942874 1.0918497869 -0.738306592 -1.0026861727 4.288459e-01
## [1260,] 1.0272974869 0.0213360425 -0.376589346 -0.8006212733 5.162160e-01
## [1261,] 1.3314830128 -0.1086011533 0.385756359 0.4394133184 7.854489e-01
## [1262,] -1.2402961960 -0.4414699278 -0.941177170 0.9295394117 1.599400e-01
## [1263,] -1.2939924846 -0.4311011087 -1.017781129 0.0243786853 7.482514e-02
## [1264,] -1.3155723192 -0.2191536727 -1.005457527 -0.0142307300 1.414804e-01
## [1265,] -0.2937442541 -0.3642776844 -0.741538706 -0.4974661819 2.528895e-01
## [1266,] -0.3213597046 -0.4368646227 -0.665939165 0.3766403343 2.764352e-01
## [1267,] -0.4507815002 -0.2470402692 -0.806499743 -0.7802935515 1.995038e-01
## [1268,] -0.4878394728 -0.3002322524 -0.872416630 -0.7990470458 2.319254e-01
## [1269,] -0.5078586637 -0.2868384405 -0.890949981 -0.9994195385 2.227061e-01
## [1270,] -0.4768603870 -0.3085026604 -1.087640520 -1.3778764536 9.329264e-03
## [1271,] -0.5985288112 -0.3332880279 -0.713515037 -0.1446733895 1.662353e-01
## [1272,] -0.7764524241 -0.1910002807 -0.562092504 -1.7355800269 3.081125e-02
## [1273,] -0.8525401817 -0.3640794079 -0.804863373 -0.2894977381 9.040126e-02
## [1274,] -0.7712437752 -0.2767235730 -0.485910917 -1.9104290755 -3.506422e-02
## [1275,] -0.3834230650 0.1694734835 1.314479941 0.6081312708 2.850161e-01
## [1276,] 0.0055261374 0.0466568754 2.032273438 0.6320863751 2.985687e-01
## [1277,] -0.3854286406 0.1706410306 1.062157677 0.5325208266 2.913278e-01
## [1278,] -0.1746925745 0.1304441725 2.132224316 0.4934865714 2.872444e-01
## [1279,] 0.0325153857 0.0955158102 1.362643964 0.3783918420 3.955720e-01
## [1280,] 0.2015412205 0.0438345766 2.037302092 0.3201114746 6.678834e-01
## [1281,] 0.6804528638 -0.1200644077 2.925667325 0.4354902884 7.146328e-01
## [1282,] 0.1674988103 -0.7081797709 1.793169630 0.3264980714 3.674156e-01
## [1283,] 0.1980449444 -0.7628455360 2.450339300 0.3673224519 3.513113e-01
## [1284,] 0.2547587347 -0.0713398170 1.976174325 0.9227642961 4.912739e-01
## [1285,] 0.0107895252 0.0318430625 2.051748065 0.2979267248 4.066642e-01
## [1286,] -0.1300145207 0.1323278831 0.047827638 0.0966832999 6.015774e-01
## [1287,] -0.3602901911 0.1585394988 -0.135772478 0.1020350475 4.464332e-01
## [1288,] -0.4056820364 0.1538702496 -0.136227223 0.0897681020 4.395848e-01
## [1289,] -0.3984737923 0.0960611321 -0.463894043 0.7600148333 5.997148e-01
## [1290,] -1.0983868205 -0.5231794323 -0.804330895 0.2719045069 3.773228e-02
## [1291,] -1.1152086027 -0.2057587878 -0.866560734 0.2902497043 1.993310e-01
## [1292,] -1.0698499478 -0.2275572864 -0.829920853 0.2465511064 2.998987e-01
## [1293,] -0.2949717511 -0.3508470700 -0.764523072 -0.0813927105 3.214150e-01
## [1294,] -0.2942272638 -0.4260446313 -0.808296229 0.6634273310 2.888095e-01
## [1295,] -0.5822390691 -0.4029685364 -0.846819779 0.7231494679 3.251406e-01
## [1296,] -0.5474010397 -0.3350353434 -0.968681859 -0.1355312185 2.053601e-01
## [1297,] -0.5293376204 -0.3621741296 -0.693601700 -0.1191219773 2.471363e-01
## [1298,] -0.2426822150 -0.5048612248 -0.363024382 0.6817546752 3.276610e-01
## [1299,] -0.3284104648 -0.4133358566 -0.884997161 -0.3153242326 1.833628e-01
## [1300,] 0.1683400047 -0.5923966961 0.739872579 -0.1423130288 3.590681e-01
## [1301,] -0.0732753852 -0.5189332864 0.258872439 -0.1943569066 3.296468e-01
## [1302,] -1.0862768978 -0.1671011208 -0.482072413 0.3095201431 1.172828e-01
## [1303,] -1.1624938418 -0.2642552080 -0.658240741 0.2886784769 9.429800e-02
## [1304,] -1.4659619663 -0.2906138053 -0.440340504 0.9709107269 1.078369e-01
## [1305,] -1.8874433849 -0.2161875970 -0.597113563 0.7388472906 6.362390e-02
## [1306,] -1.9868727771 -0.0534726961 -0.361441177 -0.0430783046 -4.111577e-03
## [1307,] -1.9643498067 -0.1613813223 -0.361347743 -0.0679105775 -1.643680e-03
## [1308,] -2.0936818453 -0.3464772630 -0.535325760 -0.1210400773 -1.119211e-01
## [1309,] -1.8685685695 -0.3914709107 -0.810073373 0.8507215183 -8.658509e-02
## [1310,] -1.5407019374 -0.1815160690 -0.612276322 0.0898637202 -2.025039e-02
## [1311,] -1.5475359600 -0.2030630896 -0.349370246 0.0847034544 -9.393931e-02
## [1312,] -1.3433210753 -0.3373424482 0.068768530 0.0996422583 -6.560934e-02
## [1313,] 1.2464424189 -0.0921255551 -0.377198475 0.0793710878 7.552359e-01
## [1314,] 1.0735029604 -0.0391539323 -0.484456205 0.0455789158 1.510340e-01
## [1315,] 0.8310923224 -0.0307090922 -0.345589796 0.1418104766 3.697127e-01
## [1316,] 0.7538220488 -0.0434019243 -0.381199125 0.1173216313 2.492401e-01
## [1317,] 1.0488975500 -0.0722618266 -0.265609123 0.0215823306 2.155312e-01
## [1318,] 0.8230934677 -0.0650672910 -0.428062234 0.0878133466 3.137649e-01
## [1319,] 1.1014948611 -0.1264966920 -0.484607442 0.0050098911 6.421738e-01
## [1320,] 0.8991421902 -0.0629779111 -0.556620609 -0.0073767809 1.675567e-01
## [1321,] 0.6644555045 -0.0256059966 -0.416911862 0.1312126110 4.245388e-01
## [1322,] 0.9768541205 -0.1583393746 -0.049845446 0.0913706125 4.806027e-01
## [1323,] 0.4994510532 -0.0412165794 -0.289336558 0.1816934021 4.336731e-01
## [1324,] -0.0041108376 -0.2724328758 -0.873744345 1.0592123875 4.070528e-01
## [1325,] -0.2802730018 -0.1935685034 -0.906512931 0.3676571759 -7.527573e-01
## [1326,] -0.1849303008 -0.2039215990 -0.894689390 0.3869028191 -1.646419e-01
## [1327,] 0.9623161122 -0.3673435537 -0.776237067 -0.1227749974 -3.296726e-01
## [1328,] 0.7913907663 -0.4099539306 -0.762159724 0.7450980701 5.950039e-01
## [1329,] 0.5528593984 -0.3297455198 -0.870588686 0.0977032430 4.475527e-01
## [1330,] 0.5741904868 -0.3471940083 -0.853552006 0.0068937484 -2.269151e-01
## [1331,] 0.7238322997 -0.3756884379 -0.819054946 -0.0804397198 -3.181680e-01
## [1332,] 0.8326928148 -0.7035943471 -0.845135390 -0.0671199652 3.453962e-01
## [1333,] 0.6016417010 -0.6995948459 -0.867490217 -0.0591493714 3.196512e-01
## [1334,] 0.6978404705 -0.3997661221 -0.825528503 -0.0509476359 4.650442e-01
## [1335,] 0.4392627187 -0.3832607406 -0.838846078 -0.0326206564 -1.710080e-01
## [1336,] 0.9579237477 -0.4563785112 -0.775647646 -0.2175296763 -2.134091e-02
## [1337,] 0.4320045472 -0.4021709081 -0.690225870 0.0080898355 -7.715912e-02
## [1338,] -1.1543025162 -0.3525040862 -0.952791684 -0.3065367812 -4.787576e-01
## [1339,] -1.5321696435 -0.0772903347 -0.263145149 -0.8338252810 1.530631e-01
## [1340,] -1.5367471177 -0.2184465739 -0.588122689 0.8988420186 2.334931e-01
## [1341,] -1.6734796092 -0.0691605347 -0.696959783 -0.6824417311 7.434857e-02
## [1342,] -1.2329246664 -0.0947628447 -0.514104448 -0.9157112067 1.351345e-01
## [1343,] -0.9248054023 -0.2133584745 -0.439492929 -1.0900532327 -1.916050e-02
## [1344,] -1.2633559157 -0.1334185149 -0.200356045 -0.9864566333 1.310107e-01
## [1345,] -0.9522204245 -0.3996427810 0.004416277 -1.1696284346 -1.356789e-01
## [1346,] -0.7417868072 -0.6749132792 0.873421324 0.5690509438 -6.157013e-02
## [1347,] -1.4913398714 0.0305508714 -0.515856105 0.1699897156 2.785704e-01
## [1348,] -1.5726640038 0.0503187127 -0.829456801 0.1467310911 2.481120e-01
## [1349,] -1.6875452480 0.0669023322 -1.022073017 0.1192392417 7.802084e-02
## [1350,] -1.5888615642 0.0439850344 -1.004843677 0.0653308173 1.053575e-01
## [1351,] -0.7184154728 -0.3454915094 2.471033514 0.3465452503 3.296895e-01
## [1352,] -1.5726604932 0.0044719058 -0.706255832 0.0764208038 1.564009e-01
## [1353,] -1.5092975912 -0.0291541436 -0.551251925 0.0672835288 2.354701e-01
## [1354,] -0.7389285535 -0.4583490544 2.540324410 1.1442139433 3.806468e-01
## [1355,] -1.7853170020 -0.0744068014 -0.945959621 0.8568976716 1.225201e-01
## [1356,] -1.8093287092 -0.1129929084 1.047968898 0.9234422976 1.929740e-01
## [1357,] -1.4754495103 -0.2978870810 1.318042369 0.9145940889 1.618169e-01
## [1358,] -1.7898836591 -0.5061087542 -0.195237989 -0.0346976377 -5.788187e-02
## [1359,] -1.8036645691 -0.1946639159 0.218158536 0.8470345494 1.016594e-01
## [1360,] -2.0997133332 -0.0779456450 -0.318705039 -0.0652839594 -6.640811e-02
## [1361,] -1.8737784269 -0.1073672819 -0.334235988 -0.1138004258 7.107899e-02
## [1362,] 0.9543623408 -0.1609616397 1.435280072 -0.9706528366 -1.374213e-01
## [1363,] 1.0415247116 0.3479958246 1.641864098 -1.1092583906 2.313303e-02
## [1364,] 0.8189273207 -0.0192582345 1.050284585 -0.0146739478 7.494917e-03
## [1365,] 0.8026538364 0.4916251667 0.559481441 -1.7090256875 5.202524e-01
## [1366,] 0.8405632876 0.0337031031 0.529923752 -1.9644957655 -7.310388e-02
## [1367,] 1.1291610977 0.1443825657 0.339378550 -2.8756463340 6.882353e-02
## [1368,] 0.9617329042 0.6329049409 0.156238300 -3.6209878594 1.704066e-02
## [1369,] 1.4113553444 0.5792645362 -0.067441868 -3.8573495191 1.344842e-02
## [1370,] 1.3016926726 0.3075757859 -0.017830994 -4.1544764527 6.565531e-02
## [1371,] 1.7576289708 0.1848826188 0.171310572 -4.1119579219 1.041637e-01
## [1372,] 1.6610056885 0.1659196164 0.326701926 -3.9944032461 1.418438e-01
## [1373,] 1.6249958635 0.4753779856 1.586574003 -3.7713879203 1.844302e-01
## [1374,] 1.8237079144 0.3013293660 2.839440241 -3.2712850852 3.668111e-01
## [1375,] 1.7926499688 -0.0769942074 0.448094397 -3.0838144890 1.917427e-01
## [1376,] 1.8334106967 -0.1340089541 0.413646189 -2.6334418745 4.239949e-01
## [1377,] 0.5336293722 0.1989931898 -0.577218398 0.8874434141 9.541123e-01
## [1378,] 1.6684968302 -0.0105749337 -0.334350173 0.6674262391 8.535595e-01
## [1379,] 0.9794101539 0.0807921056 -0.439124163 0.3540441043 -1.659225e+00
## [1380,] 0.7981074047 0.3705050984 -0.512690163 0.2884378946 -2.043725e+00
## [1381,] 1.3909824005 0.3465216927 -0.488252762 0.3390485830 6.866236e-01
## [1382,] 0.7103327705 0.3910971683 -0.454843002 0.2473912986 -2.156054e+00
## [1383,] 0.7004557920 0.0452027144 -0.449725758 0.5003051793 -2.483774e+00
## [1384,] 1.5664232214 -0.0141096603 -0.390467981 0.2619437666 7.125617e-01
## [1385,] 0.9662717629 0.3182045653 -0.534919184 0.1083664515 -1.805390e+00
## [1386,] 1.4748370903 -0.3659478346 -0.499436302 0.1357289414 4.890009e-01
## [1387,] 0.9980614455 0.2922684591 -0.499064983 0.0896561879 -1.410037e+00
## [1388,] 1.2270000686 0.2298024583 -0.277322201 0.0812344901 -1.077763e+00
## [1389,] 1.7416252737 0.1783167498 -0.265721465 0.1147596191 8.365451e-01
## [1390,] 1.1698778822 -0.0726317554 -0.203764517 0.2308770564 -4.428266e-01
## [1391,] 1.3786867410 -0.0877295212 -0.063617317 0.1668126042 -3.590624e-01
## [1392,] 1.0206566428 -0.5521238337 -0.901071800 0.6916482921 5.082976e-01
## [1393,] 1.0029492414 -0.5666652298 -0.901821134 0.6798987290 5.025934e-01
## [1394,] 1.0250369954 -0.5592222235 -0.900801696 0.6554816652 4.944935e-01
## [1395,] 0.9892446440 -0.7784588842 -0.922744696 0.6447906957 4.023422e-01
## [1396,] 0.8525973934 -0.5637108109 -0.915147755 0.6936963063 2.938478e-01
## [1397,] 0.8461461579 -0.5552296896 -0.831713741 0.5232959359 4.528914e-01
## [1398,] 0.8197355625 -0.5641366051 -0.883423817 0.5644163660 4.440807e-01
## [1399,] 0.7897324964 -0.5793074845 -0.870614531 0.6672589278 3.462211e-01
## [1400,] 0.6924268354 -0.5755460003 -0.871699579 0.6949777286 3.554104e-01
## [1401,] 0.6423995395 -0.5802237990 -0.927953689 0.7174124132 3.586786e-01
## [1402,] 0.8593769920 -0.6352045245 -0.247844839 0.5229773647 4.270207e-01
## [1403,] 1.0802379604 -0.7493127691 0.233071220 0.7555434790 3.894416e-01
## [1404,] 0.3445280611 -0.0414594185 -0.035330450 0.0233512140 -1.460517e-01
## [1405,] 0.2829616515 -0.0417445420 -0.094015315 0.0319322019 -1.454671e-01
## [1406,] 0.2161538499 -0.0435981009 0.014306190 0.0146413436 -1.476664e-01
## [1407,] 0.1721816077 -0.0457309877 -0.112181177 0.0393570845 -7.929824e-02
## [1408,] 0.2870469381 -0.1180673450 -0.420027762 0.7247812522 5.952313e-01
## [1409,] 0.0316527798 -0.0442590035 -0.153237309 -0.0281211390 -3.919447e-02
## [1410,] 0.0221863175 -0.0566950712 -0.073044086 -0.0775780954 -6.071785e-03
## [1411,] 0.0048208108 -0.1446463277 0.028685961 0.7262940572 1.163518e-01
## [1412,] -0.0217955612 -0.0787942737 -0.046313613 0.0041400781 5.079494e-01
## [1413,] -0.0981193529 -0.1527252249 0.059924242 0.7566894179 2.879651e-01
## [1414,] -1.1006986975 -0.0306241960 -1.017544018 -1.3023627080 -5.711837e-02
## [1415,] -1.0545718458 -0.0143018079 -1.026819491 -1.5922126635 -1.059476e-01
## [1416,] -1.0171088704 -0.3346864397 -0.875202941 -1.9167623092 -2.798745e-01
## [1417,] -0.2516347495 -0.4206840866 -0.537036369 -2.6055797056 -2.237281e-01
## [1418,] 0.0236799929 -0.1104498337 -0.523720186 -3.2469957165 2.867462e-01
## [1419,] 0.4317632776 -0.2517408429 -0.348503967 -2.6708990174 3.955356e-01
## [1420,] 1.0225716415 -0.2301547721 0.822883256 -5.1023384408 8.567046e-02
## [1421,] 0.6618277310 -0.2413797097 -0.407129692 -3.4263660131 3.696504e-01
## [1422,] 0.4624788184 -0.0157546647 -0.662483103 -5.9515453077 -5.728878e-02
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## [1426,] 0.7481455969 -0.0519874780 -0.570923128 -6.6350190427 6.635595e-02
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## [1431,] 0.0021359824 0.0471647012 0.216044878 0.4615323879 -5.245588e+00
## [1432,] 0.0447911847 0.0196138808 0.405986944 0.4607472233 -5.526550e+00
## [1433,] -0.1180500974 -0.2273335277 1.438807422 0.7537573297 4.884305e-01
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## [1454,] 0.6861562172 0.1803033026 -0.891515836 0.1617241823 2.937975e-02
## [1455,] 0.7779325887 -0.3213320391 -0.834090111 0.2079339406 3.348915e-02
## [1456,] 0.6696430737 -0.2158270164 -0.924203612 0.1489359564 -1.044199e-01
## [1457,] 0.6812876551 -0.3895299368 -0.829279985 0.2194227467 4.758536e-02
## [1458,] 0.7351228409 -0.4014958387 -0.837254108 0.2176128266 4.787555e-01
## [1459,] 0.5696610300 -0.0032789146 -0.864965145 0.7705096140 1.587992e-01
## [1460,] 0.5926433106 -0.4217535420 -0.870226002 0.1896161098 9.865028e-02
## [1461,] 0.4666751472 0.0455513640 -0.865759849 0.0949346181 8.670898e-02
## [1462,] 0.5008832368 0.0378204165 -0.866969816 0.0761404562 1.405899e-01
## [1463,] 0.5406428889 -0.4168831917 -0.811601974 0.0866913263 1.981719e-01
## [1464,] 0.5086061199 -0.4671431088 -0.818429302 0.0442541180 2.003761e-01
## [1465,] 0.3571570005 -0.1997465492 -0.917164757 -0.0241879515 1.005572e-01
## [1466,] 0.4036973218 -0.7009366995 -0.804629861 0.0315801548 2.875683e-01
## [1467,] 0.2790794720 -0.0376191700 -0.848527009 -0.0414915563 2.003404e-01
## [1468,] 0.3168129611 -0.4368018767 -0.804025094 0.0038091461 3.438689e-01
## [1469,] -0.2419274824 -0.5187194816 0.194236380 0.4741478823 2.101093e-01
## [1470,] 0.0478516042 -0.5638371548 -0.106777300 0.5938019736 2.735169e-01
## [1471,] 0.0336915791 -0.5734767206 -0.164080352 0.5844359649 2.100354e-01
## [1472,] 0.2362086477 -0.6532066234 0.721537231 0.6167240567 2.718249e-01
## [1473,] 0.1008317766 -0.6278697958 0.424738567 0.6069247135 2.073865e-01
## [1474,] 0.0587867805 -0.6308985864 0.320972800 0.5962298903 2.074407e-01
## [1475,] -0.1426693956 -0.6031458614 0.020635755 0.5462212117 1.569434e-01
## [1476,] -0.8828722255 -0.1843382492 -0.398940511 -0.2047774417 2.057988e-01
## [1477,] -0.8380193651 -0.2495276805 -0.268406535 -0.2469090829 1.646055e-01
## [1478,] -0.8440887016 -0.2026113119 -0.280023444 -0.2992226054 1.580563e-01
## [1479,] -0.6661944285 -0.3386553149 -0.210914423 0.6597467949 2.257272e-01
## [1480,] -0.8092560116 -0.2622889490 -0.230305743 -0.6824225885 1.283308e-01
## [1481,] -0.8940201585 -0.4817370892 0.015418567 -0.7601930015 2.971821e-02
## [1482,] -0.6011918709 -0.5649073423 2.049872695 -0.7287758498 -1.704285e-02
## [1483,] 0.4767875825 -0.0654437238 2.852260464 0.6937247390 4.336543e-01
## [1484,] -0.2682434406 0.2461178550 0.039269582 0.4599444493 3.164455e-01
## [1485,] -0.1127020944 0.2097778177 0.309269803 0.4799224226 6.668577e-01
## [1486,] -0.0121321307 0.1557316878 0.105157557 0.9487862238 7.258746e-01
## [1487,] -0.0980229923 0.2065040200 0.052808173 0.3729688185 3.889508e-01
## [1488,] -0.0567513900 0.2070440064 -0.057979165 0.3593404571 7.050983e-01
## [1489,] -0.1670009989 0.2125111376 -0.130766151 0.3556913846 3.614674e-01
## [1490,] -0.2107499060 -0.5221359181 -0.263432083 0.2831932257 9.810581e-02
## [1491,] -0.2423028475 -0.5204674992 -0.343139534 0.2790441186 1.103515e-01
## [1492,] -0.2621324940 0.1614274202 1.127098372 0.9923332146 3.579726e-01
## [1493,] 0.7239334025 -0.1596658988 2.677457043 0.5172502960 5.630124e-01
## [1494,] -0.0191416127 0.0282787391 1.348510406 0.4361177687 7.004183e-01
## [1495,] -0.3305225233 0.1702705194 -0.128078591 0.2873634594 4.510216e-01
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## [1497,] -0.3362909987 0.1749921252 -0.467330089 0.2586831021 5.955282e-01
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## [1499,] 0.7627073469 -0.2129665045 -0.437829584 0.1128469702 5.244883e-01
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## [1501,] 1.5850028004 -0.5914722106 2.713327567 0.3448286757 6.238846e-01
## [1502,] 1.3100018483 -0.5931107865 2.697155598 0.2988731291 -5.075383e-01
## [1503,] 1.4224925304 -0.5945448674 4.094963105 0.4517373549 5.955978e-01
## [1504,] 1.1312199587 -1.0145348717 2.626749689 0.2509985792 -1.100374e+00
## [1505,] 0.6200644349 -0.2898967780 1.088507299 0.1247782650 4.236404e-01
## [1506,] 0.6931677925 -0.3049272642 -0.348618027 0.0249606613 4.737187e-01
## [1507,] 0.3713245834 -0.2610727909 -0.622283858 0.0092711981 -4.024386e-01
## [1508,] 0.6006772108 -0.3690625658 -0.500080809 0.7341776428 5.961628e-01
## [1509,] 0.5927695237 -0.3469479837 -0.158087001 0.0808714994 4.837625e-01
## [1510,] 1.1036616341 -0.5027411084 0.875357345 0.0034350914 5.238775e-01
## [1511,] 0.1269010739 -0.6056067981 -0.790485618 1.0580137393 9.953463e-02
## [1512,] 0.2010249151 0.0108518660 -0.720112726 1.0808816723 3.648982e-01
## [1513,] 0.1881854521 0.0005920148 -0.670705240 1.0810201090 3.594420e-01
## [1514,] 0.1491543138 -0.0051031124 -0.728766180 1.0744997218 3.299795e-01
## [1515,] 0.2236795442 -0.0261136125 -0.735050912 1.0773199605 6.766043e-01
## [1516,] 0.1434187431 -0.0305405841 -0.795671764 1.0520405225 3.158260e-01
## [1517,] 0.2120491564 -0.0601453611 -0.801299759 1.0542361605 6.473740e-01
## [1518,] 0.1154081904 -0.0632252706 -0.754218888 1.0544766742 3.413003e-01
## [1519,] 0.1093647665 -0.0634628384 -0.809390029 1.0368915949 3.679211e-01
## [1520,] 0.0609924981 -0.0859467751 -0.746454431 1.0356739748 3.687349e-01
## [1521,] -0.0071630659 -0.0966451750 -0.699631952 1.0312739600 3.520972e-01
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## [1525,] -0.2127797788 -0.0171833515 -0.742430574 0.6033334207 3.361065e-01
## [1526,] 0.2104948356 0.1422718628 -0.617505577 1.0016478564 1.292863e-01
## [1527,] 0.0603331546 0.6405562982 -0.814011231 0.9319579229 7.466098e-02
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## [1611,] -0.8872242403 -0.0877731117 0.913678893 0.4989078685 8.976447e-02
## [1612,] -0.9682321475 -0.6164884310 0.849678157 0.4641689391 -1.300504e-01
## [1613,] -0.7791538595 -0.1205997181 0.920754289 0.4302360766 8.302653e-02
## [1614,] -0.7888736661 -0.1259880541 0.928211056 0.4205588478 1.045573e-01
## [1615,] -0.7834681548 -0.1397456765 0.894664036 0.3963997849 1.312972e-01
## [1616,] -0.7458075417 -0.1545221128 0.891468813 0.3559814203 1.261208e-01
## [1617,] -0.3385761671 -0.2942265766 1.825959649 0.4058123822 1.737000e-01
## [1618,] -0.7536480349 -0.1707064479 0.880996144 0.3354753067 3.259947e-01
## [1619,] -2.2582240065 -0.1124433218 0.692201942 0.1272388157 -2.163922e-01
## [1620,] -2.2722710504 -0.1113302534 0.637913526 0.1109821401 -2.101325e-01
## [1621,] -2.2403686339 -0.1247313653 0.621596003 0.0807379802 -4.146100e-02
## [1622,] -2.1435922388 -0.2422684356 1.821107162 0.1699121109 -1.290148e-01
## [1623,] -2.2150047712 -0.2396550982 1.775627851 0.1677336703 -1.441273e-01
## [1624,] -1.8680368752 -0.3579782694 1.615222932 0.7903273094 -7.775404e-02
## [1625,] -0.5260056677 -0.1323525656 -0.229122989 -0.6293210470 1.231714e-01
## [1626,] -0.1212233228 -0.1971988657 0.136891284 -0.8257673728 2.917286e-01
## [1627,] -0.2647096752 -0.0953425150 1.271102803 -0.9402722860 9.126568e-02
## [1628,] -0.2281765667 -0.2169572304 -0.176692512 -1.1730220905 1.224582e-01
## [1629,] -0.4177370413 -0.5344166521 0.990665916 -1.1151959268 -1.694128e-02
## [1630,] -0.4711783856 -0.2245535443 -0.842184856 -1.5288576911 1.793350e-02
## [1631,] -0.3933728529 -0.2528321711 0.990346301 -0.2724534059 1.160294e-01
## [1632,] 0.3732670883 -0.3225371007 2.595444259 -2.2098121325 2.297473e-01
## [1633,] -0.3967693376 0.0242104393 -0.251547582 -2.8227827150 1.442014e-01
## [1634,] -0.4731309974 -0.0197911957 -0.297919194 -3.0399164984 7.664162e-02
## [1635,] -0.2638269611 0.0185176277 -0.598454191 -1.4547385404 2.805512e-01
## [1636,] -0.3425882157 -0.3709475792 -0.830807633 -1.6233563168 1.467860e-01
## [1637,] -0.4992738613 -0.3273184305 -0.907440919 -1.9494696489 2.317553e-02
## [1638,] -0.2922420216 0.1033759297 -0.789769796 -2.5370746527 1.553927e-01
## [1639,] 0.3336208236 -0.2658753730 0.765501562 -2.8920751628 1.818441e-01
## [1640,] -0.2332191783 0.0003873449 0.294144769 -3.3763852502 1.482242e-01
## [1641,] -0.3242796935 0.1393727733 0.046806215 -3.7928714072 6.900889e-02
## [1642,] -0.0006187279 -0.2213443560 0.408722201 -1.6693044096 2.084500e-01
## [1643,] 0.3280987295 -0.2971066471 1.858837279 -1.6158818779 2.790649e-01
## [1644,] 0.0203641161 0.0344646690 0.431468974 -5.0844508147 7.047784e-02
## [1645,] 0.0895651577 0.1369035917 0.459127373 -5.4391254460 7.793403e-02
## [1646,] 0.6468897560 -0.0204150008 2.460433575 -5.5589121395 8.874961e-02
## [1647,] 0.0286458934 -0.1117760268 0.435535863 -3.5120443163 2.686331e-01
## [1648,] -0.4730954507 0.3001944364 -0.077876241 -6.2792212079 1.980170e-02
## [1649,] 0.1919303904 0.1606532085 -0.219356381 -6.0421196901 8.214529e-02
## PC6 PC7 PC8
## [1,] 1.4157116806 9.803565e-01 -2.497064991
## [2,] 1.3468217202 6.873352e-01 -2.818187237
## [3,] 1.3156435375 8.466048e-01 -2.778177621
## [4,] 1.4969930922 4.574028e-01 -2.917805415
## [5,] 1.2128836950 4.386059e-01 -2.944758387
## [6,] 1.8190852928 5.191189e-01 -3.010939416
## [7,] 1.9405098603 4.276567e-01 -3.054968767
## [8,] 1.4454794267 5.701484e-01 -3.070669230
## [9,] 0.7265826721 7.644820e-01 -2.985719585
## [10,] 1.0766482257 5.738172e-01 -3.082406045
## [11,] 1.6604313629 6.082536e-01 -3.146130954
## [12,] 1.8789681545 1.106402e+00 -2.890467573
## [13,] 1.7872108387 7.421654e-01 -3.114829552
## [14,] 1.4495277046 7.425624e-02 -1.227704520
## [15,] 1.1085537193 -1.012650e+00 1.048249966
## [16,] 1.3193649017 -7.697604e-01 1.034736610
## [17,] -0.0991430786 2.363540e-01 0.816711333
## [18,] -0.1041433170 2.041771e-01 0.748105033
## [19,] -0.2593230557 2.229672e-01 0.781063039
## [20,] -0.2914803261 1.981390e-01 0.764433653
## [21,] -0.2305741363 1.650964e-01 0.769166139
## [22,] -0.3693397270 1.417628e-01 0.822277961
## [23,] -0.1812304227 1.266529e-01 0.774270353
## [24,] -0.0585889035 7.028465e-02 0.690202180
## [25,] 0.0488605676 3.292069e-02 0.679874537
## [26,] -0.0605832870 -6.473796e-01 -0.006311376
## [27,] 0.0754081161 2.084760e-02 0.687000561
## [28,] 0.1888239173 3.016355e-02 0.668143335
## [29,] 0.1587141065 2.126863e-02 0.656751667
## [30,] 0.1738390610 1.694016e-02 0.624715617
## [31,] 0.0437483546 -4.694854e-03 0.599876971
## [32,] 0.1735029603 -6.270932e-02 0.586428330
## [33,] 0.6339857429 8.292303e-01 -0.025156278
## [34,] 0.4936607942 8.322674e-01 0.032096686
## [35,] 0.0526734349 8.203374e-01 0.031766408
## [36,] -0.3243410955 7.968147e-01 0.058509019
## [37,] -0.3907613607 7.735565e-01 0.073704342
## [38,] -0.2647590806 5.741508e-01 -0.040483816
## [39,] -0.7608666015 5.553908e-01 0.006347187
## [40,] -0.9353354708 -4.345508e-01 -0.990383265
## [41,] -1.1942800409 3.913900e-01 -0.130755076
## [42,] -1.1779909686 4.837750e-01 0.096183650
## [43,] -0.9449974878 1.670608e-01 -0.133851007
## [44,] -1.1240835367 -1.003509e+00 -0.794443577
## [45,] -0.7124314602 -7.022370e-01 -0.827726569
## [46,] -1.1697050953 -3.752700e-01 -0.861561490
## [47,] -1.1243991840 2.831782e-02 -0.793534154
## [48,] -1.1091209326 -2.755013e-01 -1.140320149
## [49,] -0.5339567450 5.139613e-02 -0.799936664
## [50,] -0.8626716741 4.737519e-02 -0.901921742
## [51,] -1.0716845029 -3.218668e-02 -0.891741122
## [52,] -0.7777316786 5.336869e-01 0.866423465
## [53,] -0.7067010888 4.841334e-01 0.817499150
## [54,] -0.5224422989 2.157560e-01 0.583152177
## [55,] -0.1511969602 -4.623112e-01 -0.227639617
## [56,] 0.0701446657 4.219860e-01 0.831866869
## [57,] 0.5218343954 1.727792e-01 0.663956103
## [58,] 0.0567073457 -2.997493e-02 0.490744282
## [59,] 0.0293488393 1.909249e-01 0.686496396
## [60,] 0.1303424481 1.834795e-01 0.699405646
## [61,] 0.2175860976 3.507835e-01 0.795117813
## [62,] 0.2783591671 2.856890e-01 0.661149748
## [63,] 0.8409646338 9.274523e-02 0.600974543
## [64,] 0.8680965635 6.765851e-02 0.562817960
## [65,] -0.6866954908 2.167312e-01 0.632368158
## [66,] -0.7349683541 2.529651e-01 0.728842576
## [67,] -0.7647856350 2.498628e-01 0.735428534
## [68,] -1.1160812683 2.451999e-01 0.742315832
## [69,] -0.7284158464 2.096478e-01 0.732985731
## [70,] -0.6786398267 -5.272520e-01 -0.019595481
## [71,] -0.9042975063 -5.802375e-01 -0.143115318
## [72,] -0.6699260779 4.622122e-01 0.994375317
## [73,] -0.6818039974 1.392261e-01 0.764105277
## [74,] -0.2476719502 1.215452e-01 0.822750453
## [75,] -0.2508762319 -4.181490e-02 0.783320157
## [76,] -0.2211782125 1.305255e-01 0.803778017
## [77,] -0.2903608418 1.290622e-01 0.799447708
## [78,] -0.0620754007 5.584027e-02 0.717569601
## [79,] 0.0771037820 2.464152e-02 0.662927543
## [80,] 0.9984274228 2.980074e-01 0.240760846
## [81,] 0.8960664516 4.460752e-01 0.331157580
## [82,] 0.8948068106 4.164988e-01 0.323743576
## [83,] 0.8585388164 2.722618e-01 0.274578511
## [84,] 0.9262456457 2.508586e-01 0.295762151
## [85,] 1.1205755305 2.179565e-01 0.332685826
## [86,] 0.7519079622 2.281518e-01 0.313975051
## [87,] 0.9148410223 1.769553e-01 0.467055592
## [88,] 0.7059460124 2.469319e-01 0.319015047
## [89,] 0.8884126123 1.977724e-01 0.420234233
## [90,] 1.0030474968 -6.810595e-01 -0.521506824
## [91,] 0.7700591979 -6.691876e-01 -0.595985396
## [92,] 0.8864713320 1.783286e-01 0.422708717
## [93,] 0.6815763863 2.028624e-01 0.356192098
## [94,] 1.8589016065 7.157077e-02 -0.009416688
## [95,] 2.1443523941 3.527016e-02 0.173770366
## [96,] 1.9232843275 4.982872e-02 -0.050572688
## [97,] -2.2888064287 2.118496e-01 0.218425258
## [98,] 1.9131332343 3.052355e-02 0.036092062
## [99,] 1.9235926119 9.967817e-02 0.079608114
## [100,] -2.4179686245 1.613194e-01 0.258809763
## [101,] -2.4391177657 1.399497e-01 0.184584107
## [102,] -2.2305887214 1.128847e-01 0.405356416
## [103,] -2.3798004359 1.383472e-01 0.286246586
## [104,] -2.3364976361 1.400511e-01 0.312171715
## [105,] -2.1856114859 7.941838e-02 0.402596287
## [106,] -2.3635922135 6.025429e-02 0.158935432
## [107,] -2.4385281982 -7.702708e-01 -0.599574365
## [108,] -2.2081233888 -7.930847e-01 -0.623648577
## [109,] 0.1306110098 3.531975e-01 0.608674888
## [110,] -0.2202049747 -4.782687e-01 -0.201316945
## [111,] -0.3161778820 3.848671e-01 0.667236194
## [112,] -0.4473257592 2.638422e-01 0.556789955
## [113,] -0.2650638992 2.470660e-02 0.271618404
## [114,] -0.0651018692 2.746205e-01 0.568212378
## [115,] -0.7494641249 2.523254e-01 0.577999700
## [116,] -0.3088229245 1.823248e-01 0.446878476
## [117,] 0.2201891085 4.189791e-01 0.799629668
## [118,] 0.8648438651 6.066833e-02 0.521385378
## [119,] 0.8913381770 -3.899058e-02 0.401500562
## [120,] 0.2986365552 -1.707281e-02 0.554004001
## [121,] -0.5194693937 -9.423877e-02 0.693821754
## [122,] -1.0859165070 6.967237e-01 -3.090111714
## [123,] -1.0910608142 1.456527e+00 -2.712588490
## [124,] -0.6198569422 5.230589e-01 -3.188922907
## [125,] -0.8418488286 8.539449e-01 -2.874883116
## [126,] -0.6884046384 6.088101e-01 -3.232938325
## [127,] -0.9905570100 5.305262e-01 -3.293238189
## [128,] -1.0077892573 4.229381e-01 -3.293045304
## [129,] -1.1538583899 5.735504e-01 -0.851007695
## [130,] -1.0983668636 -5.406503e-01 -1.324703511
## [131,] -1.1173733414 -2.441513e+00 -1.298352845
## [132,] -1.3413841577 -1.548961e+00 0.550913395
## [133,] -1.2372638280 -8.073397e-01 0.678925171
## [134,] -0.4469221776 1.821802e-01 0.463310340
## [135,] 0.1285317407 6.315787e-02 0.232160056
## [136,] -0.6277895973 -8.014863e-01 -0.557678116
## [137,] -0.8317274804 6.523634e-02 0.364654523
## [138,] -0.4764946243 8.142372e-02 0.404354096
## [139,] 0.1182988423 8.478558e-02 0.375738600
## [140,] -0.3144529356 1.098643e-01 0.401999730
## [141,] 0.0803963042 3.583252e-01 0.640838651
## [142,] -0.1054902392 9.491082e-02 0.466521554
## [143,] 0.1595951560 1.937287e-01 0.528426336
## [144,] 0.0285266442 9.979121e-02 0.467574814
## [145,] 0.2457881633 4.340351e-01 0.583165957
## [146,] -0.0274757961 1.314950e-01 0.488189648
## [147,] 0.0643463184 1.444892e-01 0.512437297
## [148,] -0.1965210223 -2.130256e-01 0.183069828
## [149,] -2.4780629696 2.035524e-01 0.484678323
## [150,] -2.2355368033 2.338672e-01 0.681242653
## [151,] -2.2325112051 2.706687e-01 0.750448675
## [152,] -2.2305216684 1.404736e-01 0.659919049
## [153,] -2.3923680295 2.147929e-01 0.735478354
## [154,] -2.2933265448 2.121070e-01 0.740063811
## [155,] 1.1468985265 1.081396e-01 0.433782536
## [156,] 1.3054952572 -8.300549e-01 -0.365952597
## [157,] 1.0704995387 -8.087084e-01 -0.483437328
## [158,] 1.1024159254 -8.985944e-01 -0.556236715
## [159,] 1.0633425912 2.078321e-02 0.205569676
## [160,] 1.2422529480 2.449834e-03 0.332391744
## [161,] 0.8464987801 -1.446421e-01 0.200622954
## [162,] 0.7347584118 -1.885757e-01 0.078887014
## [163,] 0.7653771854 -2.134628e-01 0.147875816
## [164,] -0.1648071131 -5.367705e-01 -0.452216455
## [165,] -0.0986300148 1.225079e-01 0.157887610
## [166,] -0.3783940095 1.677186e-01 0.311495102
## [167,] -0.2930279471 1.630201e-01 0.307457751
## [168,] -0.1864460273 1.368901e-01 0.279714816
## [169,] -0.2082010250 1.231661e-01 0.248886532
## [170,] -0.1375150511 1.080128e-01 0.232899539
## [171,] -0.6706221822 1.067876e-01 0.223163743
## [172,] -0.8296881880 1.188458e-01 0.262606378
## [173,] -0.8051426689 1.365851e-01 0.246746198
## [174,] -0.8344702205 1.207081e-01 0.259111042
## [175,] -0.6275595058 5.341169e-02 0.113881939
## [176,] -0.8012072304 1.665216e-01 0.304187028
## [177,] -0.6314657401 5.369367e-02 0.110435885
## [178,] -0.9366537965 -4.863280e-01 -0.376007341
## [179,] -0.4833186817 1.870416e-01 -0.295523887
## [180,] -0.4714410588 1.872763e-01 -0.321238713
## [181,] -0.1484290322 4.176695e-01 -0.307904127
## [182,] -0.1227396183 1.317963e-01 -0.481490888
## [183,] -0.3114124336 1.875735e-01 -0.465936638
## [184,] -0.4083823779 2.958930e-01 -0.278148301
## [185,] -0.6482112872 1.514061e-01 -0.497982359
## [186,] -0.5032308588 1.924301e-01 -0.540843978
## [187,] -0.3921455122 2.197437e-01 -0.591515180
## [188,] -0.2892629265 -9.507909e-02 -1.072093760
## [189,] -0.4342640110 -1.129498e-01 -0.983408739
## [190,] -0.4202614687 1.681907e-01 -0.718386506
## [191,] -0.5972303816 -9.048957e-02 -0.859711412
## [192,] -0.9265489576 7.492481e-01 -2.607378019
## [193,] -0.7895554927 7.494374e-01 -2.677212333
## [194,] -0.8533871296 7.467642e-01 -2.717388317
## [195,] -0.3790094753 7.211519e-01 -2.794733071
## [196,] 0.0554262972 4.001237e-01 -2.760580830
## [197,] 0.5553566835 6.702756e-01 -2.500235261
## [198,] 0.6685401088 6.528356e-01 -2.579957765
## [199,] 0.3630706273 6.724523e-01 -2.605206493
## [200,] 0.0857695244 6.608687e-01 -2.632815604
## [201,] 0.0894146633 6.507545e-01 -2.699943603
## [202,] -0.1438070845 9.475262e-01 -2.468629093
## [203,] -0.0806632773 6.610045e-01 -2.771349600
## [204,] 1.2263837400 6.403975e-01 -2.886960519
## [205,] 0.5930080820 5.055557e-01 -3.103237048
## [206,] 0.8227000801 6.317849e-01 -2.939056982
## [207,] 1.5665994723 3.802987e-03 0.509191926
## [208,] 1.5910575948 2.314506e-01 0.426873379
## [209,] 1.7214427509 2.325373e-01 0.451584941
## [210,] 1.6541646801 2.251201e-01 0.478939198
## [211,] 1.7075198174 4.863703e-01 0.688422886
## [212,] 1.8244695396 4.657935e-01 0.493228257
## [213,] 1.1300500960 1.902679e-01 0.420927086
## [214,] 1.0920397969 1.069599e-01 0.334130585
## [215,] 1.0554425944 -6.363515e-02 0.141051893
## [216,] 1.4503455445 -6.455500e-01 0.046338727
## [217,] 1.7663403427 2.831150e-02 0.770879527
## [218,] -0.3307171038 4.372240e-01 -0.283480458
## [219,] -0.1044647992 4.315186e-01 -0.334823753
## [220,] 0.3034272401 3.095855e-01 -0.669663531
## [221,] -0.4577203185 2.946249e-01 -0.639722442
## [222,] -0.2810579433 2.214058e-01 -0.699564860
## [223,] 0.0569380524 3.412289e-01 -0.714932210
## [224,] -0.3358296869 3.477692e-01 -0.783099047
## [225,] -0.7043127817 3.865987e-01 -0.832909706
## [226,] -0.6209569662 4.072161e-01 -0.862188062
## [227,] -0.4161246568 1.824334e-01 0.146387265
## [228,] -0.4941851489 1.005713e-02 1.246710050
## [229,] -0.9400929450 -1.981444e-01 1.011462083
## [230,] 0.0652940910 5.281175e-01 -1.013870230
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## [1375,] 1.1924207433 4.629635e-01 -2.973666411
## [1376,] 1.4041444693 4.565036e-01 -3.252587720
## [1377,] 1.3883572192 5.077236e-01 0.981098599
## [1378,] 1.2453929912 1.619772e-01 0.607547317
## [1379,] 1.1892584661 1.103268e-01 0.594469353
## [1380,] 1.2033234129 7.060083e-02 0.722405464
## [1381,] 1.3989972315 3.395682e-01 0.796267820
## [1382,] 1.2144564129 3.821731e-01 0.698903531
## [1383,] 0.9221200858 9.849473e-02 0.516252765
## [1384,] 0.8658032851 6.111702e-02 0.656475349
## [1385,] 0.6375968758 2.497634e-01 0.670113836
## [1386,] 0.8044520377 -6.409416e-01 -0.178195318
## [1387,] 0.7872283439 2.434969e-01 0.675762242
## [1388,] 0.5643891717 1.551976e-01 0.641216488
## [1389,] 0.3463857143 1.506812e-01 0.701868969
## [1390,] 0.3080949285 3.963447e-02 0.623614321
## [1391,] 0.2868563277 -1.750266e-02 0.578386302
## [1392,] -0.9881430925 4.447048e-01 -2.745361223
## [1393,] -0.9050202051 3.824466e-01 -2.766953712
## [1394,] -1.1189150799 5.666595e-01 -2.802574078
## [1395,] -1.0643920586 2.503286e-01 -3.138831803
## [1396,] -1.0157289118 5.519766e-01 -2.819424586
## [1397,] -1.0516783634 5.807152e-01 -2.774461978
## [1398,] -1.0122180057 5.584708e-01 -2.805219265
## [1399,] -0.8536843555 5.273529e-01 -2.859100565
## [1400,] -0.4669938703 5.161324e-01 -2.869909570
## [1401,] -0.4602666973 4.950888e-01 -2.874803347
## [1402,] -0.6404658789 4.314157e-01 -2.879100014
## [1403,] -0.7710564573 3.079675e-01 -3.003877739
## [1404,] -0.2637225036 3.773984e-01 0.434015586
## [1405,] -0.1406116087 3.664227e-01 0.426955203
## [1406,] 0.2983166554 3.539000e-01 0.427599545
## [1407,] -0.1443977639 3.516328e-01 0.455342950
## [1408,] -0.0628735566 2.090201e-01 0.300544492
## [1409,] -0.0381669696 3.380745e-01 0.483401207
## [1410,] -0.1248172376 3.281618e-01 0.492319295
## [1411,] 0.0135168956 2.465445e-01 0.341586249
## [1412,] 0.0547339295 3.022055e-01 0.518565780
## [1413,] 0.4208769679 2.106892e-01 0.337908815
## [1414,] 1.3805222650 1.596803e-01 0.353543328
## [1415,] 1.5693576514 1.706074e-01 0.305117722
## [1416,] 1.2088059687 -2.245293e-01 -0.167630284
## [1417,] 1.1149891494 -3.493569e-01 -0.346909351
## [1418,] 1.0594412563 6.693791e-02 0.099433911
## [1419,] 1.4071574459 -7.254564e-02 -0.293510030
## [1420,] 0.9661934278 -7.875274e-02 -0.123795049
## [1421,] 1.0138055986 -2.835942e-02 -0.398744635
## [1422,] 0.3441742146 2.090248e-01 0.035426087
## [1423,] 0.7364228401 2.903276e-02 -0.464011686
## [1424,] 0.3299489065 2.474775e-02 -0.540791275
## [1425,] 0.2914029842 -2.358176e-01 -0.895068886
## [1426,] -0.3486893415 2.922624e-01 -0.261446030
## [1427,] -0.3678713689 2.618578e-01 -0.434017455
## [1428,] -0.2887681730 2.451013e-01 -0.613346867
## [1429,] 2.4811850929 4.801240e-02 0.311756765
## [1430,] 2.4953544688 3.096902e-02 0.314147625
## [1431,] 2.0873009316 1.057395e-01 0.131900161
## [1432,] 2.0210813429 7.836127e-02 0.084980589
## [1433,] -0.8053330382 6.962864e-01 -0.008658008
## [1434,] -0.7872546653 7.581874e-01 0.018624362
## [1435,] -0.6320749301 7.459195e-01 0.013345377
## [1436,] -0.5643150875 4.707837e-01 -0.058191698
## [1437,] -0.2867119977 4.532438e-01 -0.055356004
## [1438,] -0.3920664367 1.728082e-01 -0.304354268
## [1439,] -0.3932940908 2.874985e-01 -0.260637570
## [1440,] -0.3691340478 3.889783e-01 -0.173792463
## [1441,] 0.4251279636 2.406981e-01 0.443441778
## [1442,] 0.3674621882 1.745541e-01 0.405605262
## [1443,] 0.2070499559 1.662572e-01 0.404365001
## [1444,] 0.0163463117 1.883489e-01 0.405832320
## [1445,] 0.2145830671 1.424914e-01 0.358440911
## [1446,] 0.0042440214 1.820429e-01 0.387912012
## [1447,] -0.1271174599 1.563022e-01 0.380904340
## [1448,] -0.2298158506 1.872438e-01 0.398015045
## [1449,] -0.0454870912 1.822735e-01 0.399800303
## [1450,] 0.0234140928 1.774364e-01 0.398244472
## [1451,] -0.0515451058 1.475119e-01 0.367739365
## [1452,] -0.6099153210 -1.065913e-01 0.347186617
## [1453,] -0.6180023962 -6.935639e-02 0.301860704
## [1454,] -0.9104490741 5.530629e-01 -0.825261981
## [1455,] -0.9406392668 -3.738305e-02 -1.034457619
## [1456,] -0.8419142928 -4.109939e-01 -1.363695465
## [1457,] -0.8660455976 -1.390508e-01 -1.111480789
## [1458,] -0.9735790198 -9.806399e-02 -1.113926559
## [1459,] -0.7606336147 -1.436980e-01 -1.085326756
## [1460,] -0.9266194273 -5.739377e-01 -1.163832206
## [1461,] -1.1008213485 8.423180e-02 -1.023505801
## [1462,] -1.1281890499 1.040031e-01 -1.062142131
## [1463,] -1.0818864337 -2.197439e-01 -1.278732692
## [1464,] -1.0975492639 -3.147717e-01 -1.305192782
## [1465,] -1.0545570593 -3.132289e-01 -1.445733951
## [1466,] -0.9495495872 -1.168231e+00 -1.599636712
## [1467,] -1.1638378680 -2.932999e-01 -1.145602247
## [1468,] -1.1037591470 -3.102864e-01 -1.348655895
## [1469,] -1.9073793256 1.464287e-01 -0.562766435
## [1470,] -1.9251028593 4.054132e-01 -1.630932273
## [1471,] -2.0154835608 3.983997e-01 -1.660413285
## [1472,] -2.1151929620 3.742377e-01 -1.661542738
## [1473,] -2.0555993793 4.306291e-01 -1.695991875
## [1474,] -1.9374886613 4.033150e-01 -1.735789654
## [1475,] -2.1408997318 4.017862e-01 -1.699735264
## [1476,] -0.2551408242 1.906732e-01 -0.248835834
## [1477,] -0.3032281569 1.640746e-01 -0.317800556
## [1478,] -0.3083553338 2.335992e-01 -0.343185584
## [1479,] -0.0816992790 6.322913e-02 -0.650222841
## [1480,] -0.1934992493 1.644886e-01 -0.416337863
## [1481,] 0.4135438283 -1.620013e-01 -0.766213571
## [1482,] 0.0993278841 -1.470501e-02 -0.677847485
## [1483,] -0.3598792615 6.542241e-01 1.483078772
## [1484,] -0.5416612780 6.726095e-01 1.628834996
## [1485,] -0.7180302696 6.846104e-01 1.643588181
## [1486,] -0.6084271599 5.750849e-01 1.485483978
## [1487,] -0.7225319246 6.147049e-01 1.579467562
## [1488,] -0.6734112262 6.029482e-01 1.584206043
## [1489,] -0.4891877524 5.775218e-01 1.547602290
## [1490,] -0.1165330016 -5.017423e-01 0.412419149
## [1491,] -0.2104472517 -4.997687e-01 0.415446020
## [1492,] 0.3648570467 7.377376e-01 1.596846784
## [1493,] -0.5212107456 4.780968e-01 1.321605832
## [1494,] -0.0082045372 6.398559e-01 1.527945364
## [1495,] -0.3880020700 4.956692e-01 1.542471559
## [1496,] -0.2389241087 4.524671e-01 1.531345789
## [1497,] -0.6436245409 4.665626e-01 1.530200228
## [1498,] -0.1942747945 2.857587e-01 -0.422226822
## [1499,] -0.0841710332 2.616738e-01 -0.385827676
## [1500,] -0.2481814530 2.776024e-01 -0.446411200
## [1501,] -0.1497022492 2.263943e-01 -0.597600716
## [1502,] -0.3598755536 2.219161e-01 -0.651848805
## [1503,] 0.3868413230 4.834771e-01 -0.417382595
## [1504,] -0.7432362948 -3.624950e-01 -1.310981991
## [1505,] -0.4413738048 5.093916e-01 -0.251093207
## [1506,] -0.7287212088 2.150634e-01 -0.515811452
## [1507,] -0.4217063983 2.089563e-01 -0.587129545
## [1508,] -0.2665473145 1.199774e-01 -0.716499289
## [1509,] -0.4243884621 1.613045e-01 -0.607073952
## [1510,] -0.5114717054 -5.116107e-02 -0.797224162
## [1511,] 0.5683948325 -2.266338e-01 -1.229089438
## [1512,] 0.6275372382 6.384949e-01 -0.290773033
## [1513,] 0.5970985312 6.248039e-01 -0.296650078
## [1514,] 0.5822607741 6.085244e-01 -0.306915933
## [1515,] 0.3319772459 5.927559e-01 -0.280533962
## [1516,] 0.1472095450 5.792912e-01 -0.301606561
## [1517,] -0.0758394118 5.591786e-01 -0.289745900
## [1518,] -0.0822501080 5.559043e-01 -0.303379937
## [1519,] -0.0817466554 5.355887e-01 -0.312582442
## [1520,] -0.1044853123 5.152500e-01 -0.320366652
## [1521,] -0.0691025515 4.992593e-01 -0.313783798
## [1522,] -0.1348325619 -1.984595e-01 -1.057833379
## [1523,] -0.1968832791 5.222152e-01 -0.299760530
## [1524,] -0.2033472382 4.320178e-01 -0.337138638
## [1525,] -0.2190884821 5.292220e-01 -0.235920097
## [1526,] -0.2625400461 6.095043e-01 0.187380032
## [1527,] -0.2874754008 3.443297e-01 0.446618185
## [1528,] -0.3816533431 1.021974e+00 0.506835415
## [1529,] -0.3899180890 6.676488e-01 0.288016618
## [1530,] -0.1984307380 9.784040e-01 0.541683993
## [1531,] 0.3484989088 9.389976e-01 0.518064926
## [1532,] 0.3866358463 -3.434138e-01 -0.648215030
## [1533,] 0.1755329934 9.144429e-01 0.512855972
## [1534,] 0.2121048070 1.031261e+00 0.612263583
## [1535,] 0.0333554834 4.258811e-01 0.607917049
## [1536,] -0.2082417917 -3.139471e-01 0.342652858
## [1537,] -0.1981769907 3.460394e-02 0.330339566
## [1538,] -0.1883998756 -1.897459e-01 0.350472228
## [1539,] -0.1963673779 -2.129736e+00 0.512497652
## [1540,] -0.3868602010 -1.056415e+00 0.360434516
## [1541,] -1.6040776104 3.047795e-01 0.637380448
## [1542,] -1.8355751729 2.907944e-01 0.681194397
## [1543,] -1.7831389580 2.038588e-01 0.474616194
## [1544,] -1.9004074403 2.512942e-01 0.644782443
## [1545,] -1.6488358374 2.087901e-01 1.106980964
## [1546,] -1.6808317739 1.969717e-01 1.116708004
## [1547,] -1.6720475223 2.187870e-01 1.136091630
## [1548,] -1.5747534201 1.659915e-01 1.097482970
## [1549,] -1.2524527929 1.416413e-01 1.063529398
## [1550,] -0.9357329538 -4.411655e-01 0.415822979
## [1551,] -0.5742308713 -4.896976e-01 0.356813463
## [1552,] -0.7327193982 2.658991e-01 1.076720135
## [1553,] -1.0320687201 9.982223e-02 0.962715417
## [1554,] 0.8498894035 3.099038e-02 -0.214788128
## [1555,] 0.7799521149 -5.750565e-01 0.076738071
## [1556,] 0.8228084103 -2.044309e-01 -0.072519761
## [1557,] 1.7801243985 -6.738491e-01 -0.483285362
## [1558,] 2.4444123058 -3.477507e-01 -0.584422398
## [1559,] 1.1156824470 -2.967028e-01 -0.362167707
## [1560,] 1.6916088634 -4.133743e-01 -0.698652657
## [1561,] 2.1215014649 -6.097825e-01 -0.598875088
## [1562,] 2.0887279236 -9.813573e-01 -0.807103902
## [1563,] 1.5704513456 -2.604609e-01 -0.485148794
## [1564,] 1.3376792482 -9.669311e-02 -0.409192218
## [1565,] 1.1087131350 -3.204326e+00 -0.747408766
## [1566,] 0.9320043811 -4.986537e+00 -0.232500199
## [1567,] 0.6657436688 -2.790835e-01 -0.384164160
## [1568,] 0.6870496152 -6.256252e-01 -0.433466918
## [1569,] 0.6737648889 -1.014229e+00 0.393008463
## [1570,] 0.5664678157 2.110837e-01 0.343974010
## [1571,] 0.7424014163 3.492929e-01 0.534317150
## [1572,] 0.6720421165 2.939049e-01 0.492935840
## [1573,] 0.1761651498 4.316648e-01 0.542413686
## [1574,] -0.0635271570 1.456004e-01 0.545086962
## [1575,] 0.0545135357 -3.729725e+00 0.817274468
## [1576,] -0.0117730140 8.455467e-02 0.599705878
## [1577,] 0.0799565337 2.833315e-01 0.575911950
## [1578,] 0.2473089204 2.384455e-01 0.543240445
## [1579,] -0.0455032171 -5.103503e-01 0.539189872
## [1580,] -0.3022729571 -1.240963e+00 0.700835263
## [1581,] -0.3722102233 2.719567e-01 0.569782076
## [1582,] 0.9641909582 3.384566e-01 0.716599557
## [1583,] 1.0157274310 3.205840e-01 0.705166490
## [1584,] 1.0992294190 3.219033e-01 0.725344596
## [1585,] 0.9718766729 3.125889e-01 0.687517970
## [1586,] 0.9831637259 3.064733e-01 0.660499706
## [1587,] 1.1233650752 -6.102495e-01 -0.282634228
## [1588,] 0.9098567954 -6.331723e-01 -0.276517241
## [1589,] 0.8838638064 2.540763e-01 0.684683141
## [1590,] 2.1707549222 1.957597e-01 0.568980083
## [1591,] 2.1976823411 2.055056e-01 0.592219113
## [1592,] 2.3868384122 2.061687e-01 0.562595503
## [1593,] 0.1327272895 2.966166e-01 0.721383224
## [1594,] 0.4297927209 2.422507e-01 0.683805207
## [1595,] 0.5300642659 1.851361e-01 0.630565652
## [1596,] 0.8156511940 3.806993e-01 0.662437144
## [1597,] -0.1060744219 2.476809e-01 0.577537810
## [1598,] 0.1136946827 2.244855e-01 0.563296008
## [1599,] 0.1953687332 2.086822e-01 0.552299978
## [1600,] -0.2088222543 7.056801e-02 0.468458974
## [1601,] -0.3037089529 -4.935804e-01 -0.145320363
## [1602,] 0.1416134876 -5.025803e-01 -0.177224895
## [1603,] -0.0647714872 7.182589e-02 0.436464085
## [1604,] -0.0983681860 1.309429e-02 0.474930752
## [1605,] -0.2342574222 4.883300e-02 0.476324247
## [1606,] -0.4171819824 2.214303e-02 0.473239591
## [1607,] -0.4070864014 8.944123e-02 0.476046381
## [1608,] -0.3716437593 8.035585e-02 0.461028746
## [1609,] -0.2621030308 -3.456593e-02 0.377353980
## [1610,] -0.2792911417 3.706783e-01 1.192247089
## [1611,] -0.8528790408 3.770086e-01 1.212010932
## [1612,] -0.9042168966 -3.718376e-01 0.427960320
## [1613,] -0.8966221506 3.187078e-01 1.157095467
## [1614,] -0.5122925728 2.871182e-01 1.122184636
## [1615,] -0.8759663046 2.845056e-01 1.124238033
## [1616,] -0.9886738596 2.595954e-01 1.109935089
## [1617,] -1.0040518716 1.025176e-01 0.957932792
## [1618,] -0.8417004146 2.244781e-01 1.086634473
## [1619,] -0.6926785916 1.998759e-01 1.491678321
## [1620,] -0.5825742352 1.915570e-01 1.477900828
## [1621,] -0.5386594461 1.504341e-01 1.464852299
## [1622,] -0.7554085452 3.054810e-01 1.489967022
## [1623,] -0.8203445507 3.193632e-01 1.502952210
## [1624,] -0.8644393848 -9.778486e-02 1.166861585
## [1625,] -0.4063560197 2.287650e-01 -0.240805601
## [1626,] -0.4086342858 1.577691e-01 -0.318569846
## [1627,] -0.3438016445 3.780648e-01 -0.072269285
## [1628,] -0.7477833645 -1.041199e+00 -0.204135243
## [1629,] -0.5114993884 -1.393543e+00 -0.323954416
## [1630,] -0.5468555156 -1.437849e-01 -0.594594469
## [1631,] -0.0950677382 2.246768e-01 -0.372733106
## [1632,] -0.6431963398 1.657489e-01 -0.283644627
## [1633,] 0.0336885761 1.608437e-01 -0.154382270
## [1634,] 0.6737573268 1.212257e-01 -0.206799149
## [1635,] 0.1491420380 1.174121e-01 -0.018528526
## [1636,] 0.3629112755 -3.964519e-01 -0.580743300
## [1637,] 0.2798877265 -3.598897e-01 -0.566271352
## [1638,] 0.0838902184 1.940721e-01 -0.070870356
## [1639,] -0.3519631251 -9.252966e-01 -0.192373294
## [1640,] 0.1021671199 2.345181e-01 -0.029092460
## [1641,] -0.5103332836 4.420434e-01 0.027237721
## [1642,] -0.2993553452 1.264519e-01 -0.606306435
## [1643,] 0.1511533895 3.034796e-01 -0.714224237
## [1644,] 0.1755713471 3.847547e-01 -0.198394200
## [1645,] 0.5043542804 5.130839e-01 -0.241031877
## [1646,] 0.3293798604 4.986609e-01 -0.302454556
## [1647,] 0.5798476109 -3.514644e-01 0.961149080
## [1648,] -0.0006637919 5.132145e-02 1.586270413
## [1649,] 0.5752191359 4.881732e-01 -0.616841983
fit.pc <- principal(expect[,5:22], nfactors=8, rotate="varimax")
fit.pc
## Principal Components Analysis
## Call: principal(r = expect[, 5:22], nfactors = 8, rotate = "varimax")
## Standardized loadings (pattern matrix) based upon correlation matrix
## RC2 RC1 RC8 RC3 RC5 RC4 RC7 RC6
## Adult Mortality 0.00 -0.25 0.13 -0.09 -0.11 0.82 -0.02 -0.07
## infant deaths 0.87 -0.04 0.25 -0.13 -0.03 -0.01 0.29 -0.03
## Alcohol -0.04 0.78 -0.18 0.10 0.25 0.11 0.07 0.07
## percentage expenditure -0.02 0.22 -0.10 0.03 0.95 -0.07 -0.02 0.06
## Hepatitis B -0.11 -0.03 -0.08 0.82 -0.02 -0.04 -0.10 0.05
## Measles 0.37 -0.02 0.04 -0.03 -0.04 -0.03 0.88 -0.04
## BMI 0.04 0.40 -0.63 0.08 0.04 -0.21 -0.27 0.07
## under-five deaths 0.87 -0.04 0.25 -0.15 -0.03 0.00 0.28 -0.03
## Polio -0.06 0.23 -0.02 0.78 0.05 -0.07 0.03 0.02
## Total expenditure -0.06 0.12 -0.11 0.08 0.09 0.02 -0.04 0.97
## Diphtheria -0.04 0.18 -0.06 0.86 0.06 -0.06 0.02 0.03
## HIV/AIDS -0.01 0.01 0.10 -0.07 -0.03 0.88 0.00 0.07
## GDP -0.02 0.26 -0.11 0.05 0.94 -0.08 -0.02 0.05
## Population 0.89 0.00 0.04 0.00 0.01 -0.01 -0.06 -0.03
## thinness 1-19 years 0.29 -0.23 0.87 -0.07 -0.12 0.09 -0.03 -0.06
## thinness 5-9 years 0.28 -0.20 0.88 -0.07 -0.12 0.10 -0.03 -0.07
## Income composition of resources -0.01 0.78 -0.24 0.19 0.18 -0.27 -0.04 0.03
## Schooling -0.05 0.79 -0.27 0.21 0.20 -0.21 -0.09 0.09
## h2 u2 com
## Adult Mortality 0.78 0.222 1.3
## infant deaths 0.93 0.070 1.5
## Alcohol 0.74 0.259 1.5
## percentage expenditure 0.98 0.021 1.2
## Hepatitis B 0.71 0.287 1.1
## Measles 0.91 0.089 1.4
## BMI 0.68 0.318 2.5
## under-five deaths 0.92 0.082 1.5
## Polio 0.67 0.327 1.2
## Total expenditure 1.00 0.004 1.1
## Diphtheria 0.78 0.221 1.1
## HIV/AIDS 0.80 0.204 1.1
## GDP 0.98 0.023 1.2
## Population 0.80 0.196 1.0
## thinness 1-19 years 0.92 0.077 1.5
## thinness 5-9 years 0.93 0.072 1.4
## Income composition of resources 0.80 0.195 1.7
## Schooling 0.84 0.160 1.8
##
## RC2 RC1 RC8 RC3 RC5 RC4 RC7 RC6
## SS loadings 2.64 2.38 2.29 2.19 1.99 1.66 1.03 1.00
## Proportion Var 0.15 0.13 0.13 0.12 0.11 0.09 0.06 0.06
## Cumulative Var 0.15 0.28 0.41 0.53 0.64 0.73 0.79 0.84
## Proportion Explained 0.17 0.16 0.15 0.14 0.13 0.11 0.07 0.07
## Cumulative Proportion 0.17 0.33 0.48 0.63 0.76 0.87 0.93 1.00
##
## Mean item complexity = 1.4
## Test of the hypothesis that 8 components are sufficient.
##
## The root mean square of the residuals (RMSR) is 0.04
## with the empirical chi square 830.87 with prob < 1.8e-150
##
## Fit based upon off diagonal values = 0.98
round(fit.pc$values, 3)
## [1] 5.542 2.780 1.841 1.496 1.183 0.877 0.794 0.659 0.524 0.512 0.418 0.384
## [13] 0.348 0.331 0.200 0.071 0.039 0.002
fit.pc$loadings
##
## Loadings:
## RC2 RC1 RC8 RC3 RC5 RC4
## Adult Mortality -0.255 0.128 -0.109 0.820
## infant deaths 0.874 0.251 -0.132
## Alcohol 0.781 -0.184 0.251 0.110
## percentage expenditure 0.221 0.954
## Hepatitis B -0.106 0.825
## Measles 0.365
## BMI 0.396 -0.629 -0.212
## under-five deaths 0.867 0.253 -0.148
## Polio 0.230 0.779
## Total expenditure 0.119 -0.109
## Diphtheria 0.179 0.856
## HIV/AIDS 0.102 0.880
## GDP 0.264 -0.111 0.939
## Population 0.893
## thinness 1-19 years 0.289 -0.233 0.869 -0.115
## thinness 5-9 years 0.283 -0.204 0.878 -0.120 0.103
## Income composition of resources 0.779 -0.236 0.188 0.185 -0.267
## Schooling 0.788 -0.268 0.210 0.200 -0.210
## RC7 RC6
## Adult Mortality
## infant deaths 0.286
## Alcohol
## percentage expenditure
## Hepatitis B
## Measles 0.877
## BMI -0.265
## under-five deaths 0.278
## Polio
## Total expenditure 0.975
## Diphtheria
## HIV/AIDS
## GDP
## Population
## thinness 1-19 years
## thinness 5-9 years
## Income composition of resources
## Schooling
##
## RC2 RC1 RC8 RC3 RC5 RC4 RC7 RC6
## SS loadings 2.636 2.378 2.286 2.187 1.990 1.662 1.033 0.999
## Proportion Var 0.146 0.132 0.127 0.122 0.111 0.092 0.057 0.055
## Cumulative Var 0.146 0.279 0.406 0.527 0.638 0.730 0.787 0.843
# Loadings with more digits
for (i in c(1,2,3,4,5,6,7,8)) { print(fit.pc$loadings[[1,i]])}
## [1] 0.0005504121
## [1] -0.2548589
## [1] 0.1279985
## [1] -0.08720519
## [1] -0.1086787
## [1] 0.8198471
## [1] -0.02261479
## [1] -0.06565416
# Communalities
fit.pc$communality
## Adult Mortality infant deaths
## 0.7777239 0.9296275
## Alcohol percentage expenditure
## 0.7406383 0.9789528
## Hepatitis B Measles
## 0.7125015 0.9107171
## BMI under-five deaths
## 0.6820267 0.9180793
## Polio Total expenditure
## 0.6725291 0.9959872
## Diphtheria HIV/AIDS
## 0.7786643 0.7964228
## GDP Population
## 0.9774681 0.8035895
## thinness 1-19 years thinness 5-9 years
## 0.9227307 0.9283872
## Income composition of resources Schooling
## 0.8048302 0.8404528
# Rotated factor scores, Notice the columns ordering: RC1, RC3, RC2 and RC4
fit.pc$scores
## RC2 RC1 RC8 RC3 RC5
## [1,] -0.0035488089 -0.4512141098 2.497064991 -1.726400437 -0.1340601844
## [2,] -0.2606289987 -0.3156043928 2.818187237 -0.994612228 -0.1728338369
## [3,] -0.0137389720 -0.3892192342 2.778177621 -0.815163846 -0.1519082875
## [4,] -0.2230888512 -0.4031564817 2.917805415 -0.640954348 -0.1551339277
## [5,] -0.2227666207 -0.4353406385 2.944758387 -0.572251437 -0.1773232775
## [6,] -0.1980872490 -0.5166348387 3.010939416 -0.688512787 -0.1346303747
## [7,] -0.2269722386 -0.5557188797 3.054968767 -0.845100517 -0.1325677162
## [8,] -0.1881343944 -0.5552722924 3.070669230 -0.774578544 -0.1139923286
## [9,] -0.0093080903 -0.6173749888 2.985719585 -0.775127733 -0.0577848261
## [10,] -0.1943724585 -0.6645692473 3.082406045 -0.966073278 -0.0608437462
## [11,] -0.1926777940 -0.7528268728 3.146130954 -0.944130459 -0.0835566811
## [12,] -0.0822786799 -0.9477385070 2.890467573 -2.841446015 -0.0072338999
## [13,] -0.1928691772 -0.9950303591 3.114829552 -1.561429708 -0.0011097936
## [14,] -0.0648365747 -1.7070303213 1.227704520 -1.828328351 0.0371189689
## [15,] -0.0322978192 -2.3595138544 -1.048249966 -1.815740593 0.1306260007
## [16,] -0.0471718499 -2.4144508227 -1.034736610 -2.203278129 0.1451397064
## [17,] 0.0116092315 0.3230471083 -0.816711333 0.743122852 -0.4455480887
## [18,] -0.0249691720 0.3249821992 -0.748105033 0.666314351 -0.4049337109
## [19,] -0.0024668456 0.3357813490 -0.781063039 0.751177524 -0.3872335054
## [20,] -0.0181161351 0.3708504279 -0.764433653 0.748063351 -0.3979623761
## [21,] -0.0219168520 0.2180566236 -0.769166139 0.760926284 -0.3390457189
## [22,] -0.0289571170 0.1296862844 -0.822277961 0.780082728 -0.6065297644
## [23,] -0.0223553685 0.0701560026 -0.774270353 0.723491494 -0.3298780023
## [24,] -0.0684723450 0.0759826177 -0.690202180 0.746734773 -0.6132300077
## [25,] -0.0978125763 -0.0081700638 -0.679874537 0.716820894 -0.5960264508
## [26,] -0.5639484869 -0.1922282648 0.006311376 0.776195686 -0.3530145593
## [27,] -0.1031589330 -0.2328912817 -0.687000561 0.711491535 -0.5417996284
## [28,] -0.0990700152 -0.3561456680 -0.668143335 0.737696853 -0.3666213031
## [29,] -0.1146182154 -0.3739778113 -0.656751667 0.696524660 -0.5197115692
## [30,] -0.1208594773 -0.4647952648 -0.624715617 0.727718487 -0.4158488338
## [31,] -0.1431650456 -0.4211825441 -0.599876971 0.688527649 -0.4149855543
## [32,] -0.1518987207 -0.4981332597 -0.586428330 0.698541398 -0.4157156885
## [33,] 0.3850318311 0.0713892906 0.025156278 0.618433643 -0.6808512083
## [34,] 0.4087852229 0.0035182731 -0.032096686 0.656764150 -0.2553804712
## [35,] 0.3828140667 0.0311440719 -0.031766408 0.666532252 -0.2244088771
## [36,] 0.3630353994 -0.0391293455 -0.058509019 0.686387068 -0.2039979122
## [37,] 0.3486324861 -0.1227693611 -0.073704342 0.699399952 -0.2439346262
## [38,] 0.0874966351 -0.1579294190 0.040483816 0.638320091 -0.2831198686
## [39,] 0.0559789605 -0.1459382284 -0.006347187 0.533834844 -0.4988012232
## [40,] -0.6905315068 0.2916149903 0.990383265 -0.733385366 -0.0579578805
## [41,] 0.0549637040 0.3484064001 0.130755076 -0.761905710 -0.2889033855
## [42,] 0.1917128122 -0.2173831541 -0.096183650 0.293600605 -0.4670666289
## [43,] -0.1076864219 -0.2469055166 0.133851007 0.111308872 -0.3007190786
## [44,] -0.2700884339 0.6321053696 0.794443577 -0.832781098 -0.3067200851
## [45,] -0.1633672578 0.4465411339 0.827726569 -0.370051131 -0.2865733191
## [46,] -0.1349299492 0.2630220260 0.861561490 -0.291815222 0.0473240039
## [47,] 0.0807360069 0.0688332528 0.793534154 -0.420236799 0.0821904992
## [48,] -0.0895486663 -0.0990060879 1.140320149 -0.041460799 0.1460474845
## [49,] -0.0367493612 -0.0107078863 0.799936664 -2.054899371 0.0321640761
## [50,] -0.0170038896 -0.2566484539 0.901921742 -0.629405587 0.1441623794
## [51,] 0.0203814300 -0.4386930861 0.891741122 -0.279442825 0.1198839936
## [52,] 0.3536706312 1.2673492150 -0.866423465 0.394816778 -0.0761367872
## [53,] 0.3424974449 1.2891362355 -0.817499150 0.506170637 0.0002392704
## [54,] -0.0068248959 1.3729824338 -0.583152177 0.306978195 0.0002760604
## [55,] -0.3421115554 1.0955601931 0.227639617 0.319570294 0.3913690209
## [56,] 0.3223727125 1.2847628805 -0.831866869 0.431865325 -0.8092210796
## [57,] 0.0320327849 1.0866837744 -0.663956103 0.421551016 -0.0972259542
## [58,] -0.1628255737 1.7356846412 -0.490744282 -1.112643850 -0.0871827117
## [59,] 0.0141963324 1.1509960711 -0.686496396 0.144889285 -0.2036656323
## [60,] 0.0149457131 1.0801158907 -0.699405646 0.136255246 -0.2981878958
## [61,] 0.2874465565 1.1173491886 -0.795117813 0.432228800 -0.8219504116
## [62,] 0.2167802229 1.1042923544 -0.661149748 0.198486100 -0.4695179054
## [63,] -0.0185157400 1.2571508844 -0.600974543 0.083885914 -0.8841759720
## [64,] -0.0432286049 1.2773180913 -0.562817960 -0.116774550 -0.6489049966
## [65,] -0.0834998496 0.1076639637 -0.632368158 0.485240949 -0.3639135263
## [66,] -0.0311323874 0.0347167954 -0.728842576 0.626546470 -0.3383913457
## [67,] -0.0217281807 0.0340684396 -0.735428534 0.629110304 -0.3418251456
## [68,] -0.0350986077 0.0728732152 -0.742315832 0.637613656 -0.3369428008
## [69,] -0.0401090207 -0.0049641039 -0.732985731 0.599206022 -0.3559129097
## [70,] -0.5602343727 -0.1703299036 0.019595481 0.599467909 -0.1352665882
## [71,] -0.6695032668 0.0260113771 0.143115318 0.346717867 -0.3770580113
## [72,] -0.0934524129 -0.1730738036 -0.994375317 -1.126630281 -0.3246645003
## [73,] -0.1223143123 -0.1436305648 -0.764105277 0.057292768 -0.3362812371
## [74,] -0.2380276765 -0.1025445627 -0.822750453 -1.196259752 -0.4750644587
## [75,] -0.1022457887 -0.3815852861 -0.783320157 0.470830470 -0.4080350198
## [76,] -0.0634888104 -0.5277374622 -0.803778017 0.630281327 -0.4633153814
## [77,] -0.0667889666 -0.5690037733 -0.799447708 0.604651574 -0.4009753670
## [78,] -0.1230526117 -0.3650134143 -0.717569601 0.232180803 -0.4398664782
## [79,] -0.1588104667 -0.2488116277 -0.662927543 -0.051599069 -0.4653413505
## [80,] 0.0846425382 0.8420014833 -0.240760846 0.097537312 5.2117416734
## [81,] 0.2668032651 0.6533204251 -0.331157580 0.110410452 5.8247431027
## [82,] 0.2577689100 0.6357521117 -0.323743576 0.148194475 5.8221098475
## [83,] 0.0720808870 0.7617038747 -0.274578511 0.140258308 5.3308571984
## [84,] 0.0421982211 1.0386663713 -0.295762151 0.132814844 4.1527857321
## [85,] 0.0251270201 1.2030235845 -0.332685826 0.163144145 3.1710548158
## [86,] 0.0280852615 1.0357473024 -0.313975051 0.174931214 3.9683950954
## [87,] -0.0620297957 2.1394388207 -0.467055592 0.148655957 -0.6756071519
## [88,] -0.0050944925 1.5049129745 -0.319015047 0.178828621 2.5189189023
## [89,] -0.0752610284 2.3294314140 -0.420234233 0.156373784 -0.8816767964
## [90,] -0.6986345827 2.2166644470 0.521506824 0.232070948 -0.6194678708
## [91,] -0.6670071907 1.7200270121 0.595985396 0.271603130 1.4140566455
## [92,] -0.0916330933 2.2980699844 -0.422708717 0.172971591 -1.1751235296
## [93,] -0.0638476242 1.8572373470 -0.356192098 0.158144981 0.7353033047
## [94,] 0.0284112131 0.6114722964 0.009416688 0.483242760 4.0895523044
## [95,] -0.0772585545 1.7921211709 -0.173770366 0.296148764 -1.0333406861
## [96,] -0.0372278083 0.6930581005 0.050572688 0.137643971 3.7907452023
## [97,] -0.0781558161 0.8479012613 -0.218425258 0.101575267 4.2310552033
## [98,] -0.0978062862 0.6881286500 -0.036092062 -0.158885845 3.5988856041
## [99,] -0.0398812564 0.5126974175 -0.079608114 -0.294740183 3.8735933253
## [100,] -0.1193672402 0.7535113424 -0.258809763 -0.203770660 4.3056577022
## [101,] -0.1619225042 0.9566756566 -0.184584107 -0.134939360 3.7686145487
## [102,] -0.2297855674 2.0316607179 -0.405356416 -0.241529714 -0.8320453556
## [103,] -0.1476893290 1.0470200494 -0.286246586 -0.046283773 2.9338565286
## [104,] -0.1651310918 1.0590786945 -0.312171715 -0.200252086 2.6554187538
## [105,] -0.2316319157 1.8386152686 -0.402596287 -0.186727772 -0.5243911981
## [106,] -0.3027684462 1.6285026622 -0.158935432 -0.323162833 1.6416161733
## [107,] -0.8811001562 1.7298764293 0.599574365 -0.823345991 1.6721693050
## [108,] -0.9255302869 1.8705460288 0.623648577 -1.292204846 1.6523582851
## [109,] 0.0357083585 -0.5252734599 -0.608674888 0.663869620 -0.0935455227
## [110,] -0.5354716652 -0.3770850906 0.201316945 0.647067980 0.1151431520
## [111,] 0.0523149065 -0.5481631127 -0.667236194 0.405845626 -0.0717250341
## [112,] -0.0680773043 -0.2534159180 -0.556789955 0.240026234 -0.1179187976
## [113,] -0.3232450389 0.3774366140 -0.271618404 -1.352763559 -0.2713579681
## [114,] -0.0563642326 -0.1476850124 -0.568212378 -0.168260155 -0.5162184920
## [115,] -0.1304825296 -0.2610937310 -0.577999700 -0.223725088 -0.1689475104
## [116,] -0.2030890484 -0.2286284285 -0.446878476 -0.490067602 -0.2978586112
## [117,] -0.1476820015 -0.5230263257 -0.799629668 -1.843535332 -0.2700455793
## [118,] -0.1736924313 -0.3832962938 -0.521385378 -0.773383505 -0.4107029487
## [119,] -0.2864016483 -0.0823202644 -0.401500562 -1.515923453 -0.5207650216
## [120,] -0.1934249006 -0.4802401313 -0.554004001 -0.673552587 -0.4017614965
## [121,] -0.3389286845 -0.1978489572 -0.693821754 -2.661197582 -0.3497848171
## [122,] 0.0396619231 -0.1492172931 3.090111714 0.965532107 -0.1914965104
## [123,] 1.1264150266 -0.3470249227 2.712588490 1.068606939 -0.0877707226
## [124,] 0.0707719822 -0.1830924760 3.188922907 0.806030831 -0.1452387107
## [125,] 1.0582762372 -0.4342883900 2.874883116 1.041069393 -0.0928595488
## [126,] 0.1546511029 -0.3665368417 3.232938325 0.827884947 -0.0862236511
## [127,] 0.1037181293 -0.4472630888 3.293238189 0.994518379 -0.0545151499
## [128,] 0.2220510960 -0.4152563590 3.293045304 0.960534354 -0.0610729594
## [129,] 1.4026197834 -1.2811833170 0.851007695 1.058944678 0.0467542698
## [130,] 0.3036384953 -1.0474100170 1.324703511 0.741189292 -0.0010361539
## [131,] 0.1522756782 -0.7694048779 1.298352845 0.063208760 -0.0299756506
## [132,] 0.4130271793 -1.1135506870 -0.550913395 -0.568532505 -0.0346480583
## [133,] 0.3993806728 -1.1670487751 -0.678925171 -2.267405612 0.0513995188
## [134,] 0.0050868611 1.7695912859 -0.463310340 0.498406367 -0.1885352219
## [135,] -0.0784704438 1.8823059269 -0.232160056 0.457208929 -0.2882829600
## [136,] -0.6856534259 2.1436149760 0.557678116 0.564605489 -0.6569410239
## [137,] -0.0581318493 2.1999202468 -0.364654523 0.518458345 -0.3826113394
## [138,] -0.0980829997 1.9726156784 -0.404354096 0.531042702 -0.9332212399
## [139,] -0.0791487727 1.7491071878 -0.375738600 0.511532101 -0.5503829498
## [140,] -0.0290495955 1.7322144427 -0.401999730 0.548653476 -0.4372172900
## [141,] -0.0965534786 1.5627433306 -0.640838651 -1.111556362 -0.4584795987
## [142,] -0.0568566784 1.3397827504 -0.466521554 0.619798120 -0.5296824034
## [143,] 0.0377968820 1.0842075901 -0.528426336 0.695795085 -0.6309632204
## [144,] -0.0534417040 1.1777395855 -0.467574814 0.692088172 -0.6642612145
## [145,] -0.2473138767 1.5084959303 -0.583165957 -2.687932500 -0.7275765690
## [146,] 0.0072146877 1.0772145259 -0.488189648 0.717673787 -0.6346889681
## [147,] 0.0099924981 0.8841534593 -0.512437297 0.641828905 -0.6570814777
## [148,] -0.3176884807 1.8321297806 -0.183069828 -0.899878904 -0.7343752999
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## [572,] -0.0039851835 0.8265570750 -0.205265951 0.209993994 3.3560905763
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## [604,] -0.6220522225 0.8344116088 0.363224414 0.444225696 1.2478680422
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## [665,] 13.2112788003 -0.3691260971 0.444492796 1.717964837 0.0697415588
## [666,] 5.2567071646 1.7539536453 4.486614827 -1.043338873 -0.3161572230
## [667,] 5.7601040925 1.2449578620 4.405436926 -0.014196661 -0.2976089998
## [668,] 5.8029155504 1.3215864602 4.199713260 -0.399794614 -0.2545273759
## [669,] 5.4437346160 1.4189486095 4.496890479 -0.726671214 -0.2721451210
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## [671,] 6.5818233847 1.3997870731 4.140049368 -2.348755418 -0.3298745615
## [672,] 15.0997845989 -0.0903278113 0.970063413 -0.475970643 0.0292346578
## [673,] 15.2197340809 -0.1533082918 0.818808066 -0.419706998 0.0670660605
## [674,] 15.4452698401 -0.2734309801 0.859572701 -0.408424797 0.1122889733
## [675,] 15.5932408040 -0.2906014621 0.734688766 -0.562056212 0.1439449687
## [676,] 2.0868411228 -0.8854613535 -1.841070897 -1.027887233 -0.0082612255
## [677,] 0.4388393602 -0.5004299237 -0.872664560 0.287770636 -0.3271415663
## [678,] 2.0604142199 -0.9080302181 -1.579694158 0.451539623 -0.0012900186
## [679,] 0.3215404109 -0.6351538335 -0.933433201 0.108510950 -0.0766816274
## [680,] 2.0079071338 -0.9899812169 -1.577709425 0.395048754 -0.0152697723
## [681,] 0.3597593188 -0.7465835235 -0.911761763 0.144044550 -0.1334513167
## [682,] 2.0247569162 -1.0165176034 -1.512984550 0.307818046 -0.1851135180
## [683,] 1.6826259756 -1.1046026387 -1.063440749 -0.007550476 -0.0130676532
## [684,] 0.3673933351 -0.7672236742 -0.868326579 -0.358117099 -0.1442818323
## [685,] 0.3459861738 -0.6567795761 -0.642707441 -0.442760326 -0.2801269738
## [686,] 1.8951132619 -1.0017450974 -1.517354846 -0.138706743 -0.0902426054
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## [688,] 0.0910488108 -0.0933456387 1.114608064 -2.906607224 -0.1746527102
## [689,] 0.3323832296 -0.1628827208 1.421380530 -0.400675287 -0.1705138905
## [690,] 0.5065039584 -0.1985210308 1.354546190 -0.430086151 -0.1936060791
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## [703,] -0.0326006667 2.0012369223 -0.581658009 0.335733128 -0.6752712382
## [704,] -0.6018394992 0.9975315646 0.512641935 0.387536859 3.6310496978
## [705,] -0.0236436602 1.1733637268 -0.329325111 0.287439412 3.4323743599
## [706,] -0.1743559798 1.7045933744 -0.260789520 -0.589549476 2.6074823296
## [707,] 0.1307099197 -0.0213220868 -0.663378912 0.507391820 2.2728661394
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## [709,] 0.1074065934 0.0684990159 -0.672069296 0.469198603 1.8722203438
## [710,] 0.1325508817 0.0006063069 -0.736002651 0.518542715 1.9449629334
## [711,] 0.0811607261 0.5884677483 -0.813894159 0.520702186 -0.5959896789
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## [722,] 0.0789969581 0.5174350508 -0.614142623 0.390584200 2.2444589090
## [723,] 0.0666778636 1.2191303614 -0.725988386 0.430014436 -0.7087388088
## [724,] 0.4890925769 0.4826802806 -0.729826516 0.506627243 2.2054671146
## [725,] 0.4483814952 0.2776753206 -0.776329061 0.515936533 2.6033553480
## [726,] 0.4886640841 0.3057116316 -0.745645328 0.502084742 2.4183499447
## [727,] -0.5175646781 0.2621252755 0.310367665 0.536021153 2.7413590445
## [728,] 0.4005840952 1.2372136691 -0.873212213 0.491427203 -0.9524543909
## [729,] 0.0729928300 0.4730372708 -0.595901233 0.514303483 2.5251606745
## [730,] 0.3954960787 1.1600931409 -0.842868636 0.508318348 -0.6628861449
## [731,] 0.4372956997 0.4894364569 -0.754865631 0.511051015 2.0453252635
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## [733,] -0.0958760996 0.7091395614 -0.672494268 0.486911960 1.5030207817
## [734,] -0.1406305650 0.7790335469 -0.666697049 0.400816935 1.0570552347
## [735,] -0.0926781855 1.2528134610 -0.673934836 0.362203050 -0.9273415873
## [736,] -0.0883567875 1.2511493628 -0.693073393 0.255357155 -0.8992785655
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## [743,] -0.0724978789 -0.0309970109 -0.769533254 0.425542928 -0.5482398843
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## [748,] -0.2156557452 0.2462954157 -0.614000641 -0.266375781 -0.3246349047
## [749,] 0.1647194546 -0.2325539420 -0.546567085 0.779836552 -0.6458124163
## [750,] 0.2223239478 -0.3207022644 -0.554236264 0.795615896 -0.3075552204
## [751,] 0.2114207688 -0.2987119653 -0.542689835 0.789056108 -0.6375121322
## [752,] 0.2013787155 -0.2742350847 -0.521084806 0.782431459 -0.6489019282
## [753,] 0.1484505578 -0.3315294651 -0.480772206 0.775351178 -0.2841860511
## [754,] -0.4323877034 -0.3906874974 0.489091436 0.835998056 -0.0776834425
## [755,] -0.4540592427 -0.3531959961 0.485961806 0.807387819 -0.1095515729
## [756,] 0.1090031944 -0.2051737534 -0.346850244 0.734588805 -0.4685513994
## [757,] 0.1489644497 -0.2300526114 -0.413397415 0.775248479 -0.4762499590
## [758,] 0.1251464599 -0.1555801516 -0.411580648 0.613178403 -0.6806342095
## [759,] 0.1202212526 -0.2411680835 -0.399797571 0.613129176 -0.6679739414
## [760,] 0.1212627537 -0.3448062456 -0.395868215 0.733894098 -0.4992224140
## [761,] 0.1094424117 -0.3900874512 -0.385617074 0.625502964 -0.4879545776
## [762,] 0.1155995331 -0.4772020400 -0.373387441 0.779531085 -0.4772634272
## [763,] 0.0442041453 -0.4516709411 -0.352551485 0.501145782 -0.4787607587
## [764,] -0.0097274638 0.9388070721 -0.389577376 0.497997649 -0.7213278678
## [765,] -0.1173994017 0.9294632411 -0.330949669 0.663590149 -0.7095047810
## [766,] -0.4457088472 0.6372177680 0.264500504 0.774550836 0.1739010722
## [767,] -0.0377255298 0.6240086137 -0.497340816 0.794835711 -0.0813928429
## [768,] 0.0687801945 0.7721792738 -0.565082839 0.791582294 -0.6814251994
## [769,] -0.0503902526 0.6390574517 -0.493422514 0.782618960 -0.0771707295
## [770,] -0.0609875322 0.7636425214 -0.469855645 0.800958489 -0.0425595421
## [771,] 0.0354109255 0.8146473502 -0.557878569 0.544963710 -0.1740245147
## [772,] -0.0527738752 0.6961709038 -0.533079089 0.831180901 -0.3636974530
## [773,] -0.2121793279 0.5976451407 -0.616596853 0.767618343 -0.3552153482
## [774,] -0.0976187721 0.5136322167 -0.574670566 0.517161511 -0.4547233395
## [775,] -0.0642425785 0.4229322562 -0.572102221 0.858976979 -0.5436669880
## [776,] 0.0347615749 0.2440935158 -0.639419584 0.677541092 -0.3989475621
## [777,] 0.0382656575 0.1438985926 -0.671265675 0.695607512 -0.4801314772
## [778,] 0.0541360882 0.0475924363 -0.655069029 0.821215290 -0.3895740583
## [779,] -0.0220117865 -0.7780744895 0.629473914 0.700204116 -0.1097805520
## [780,] 0.0720059884 -0.6368537573 0.876279500 0.677280718 -0.0370274937
## [781,] 0.0834002743 -0.6672448189 0.902120871 0.839113622 -0.0304816062
## [782,] 0.2711165253 -0.6373226452 0.591838912 0.957991370 -0.1277017853
## [783,] -0.3517953462 0.2199407942 0.612817176 -3.811197250 -0.1868418595
## [784,] -0.0481264816 -0.5196496999 0.672851072 0.514077444 -0.1667569720
## [785,] 0.2674218755 -0.6314825814 0.526920764 0.564809077 -0.0650302996
## [786,] -0.0249264327 -0.5219987923 0.627498482 0.066112021 -0.0781149224
## [787,] -0.3160863678 0.1508553173 0.731363625 -2.620973852 -0.1460870961
## [788,] 0.0526132930 -0.6402191340 0.366695622 -1.234726861 0.0006963586
## [789,] 0.0634391709 -0.6715483595 0.524810311 -0.202144114 -0.0024233279
## [790,] 0.0778207102 -0.7630946945 0.527381420 -0.153074629 0.0274396326
## [791,] 0.1003881410 -0.7524209696 0.576186935 0.387926998 0.0173541954
## [792,] 0.1820322803 -0.6763226843 -1.828416945 -0.346145908 -0.4237462109
## [793,] 0.2713195248 -0.8924877251 -1.852300624 0.617916416 -0.3757613638
## [794,] 0.2643766992 -0.9098143741 -1.841233369 0.598632005 -0.3683136907
## [795,] 0.2612967365 -0.8404306165 -1.805846107 0.757361109 -0.4165385311
## [796,] 0.2327954715 -0.8000206111 -1.791876445 0.528015060 -0.4359683513
## [797,] 0.2785770591 -1.0814943127 -1.578193015 0.050269578 -0.5693647333
## [798,] 0.2589008702 -1.1278543822 -1.594330544 -0.246192969 -0.5440736565
## [799,] 0.3912500708 -1.2605764315 -1.681232526 0.599622754 -0.5177443997
## [800,] 0.2680142117 -0.7882223632 -1.913167655 0.293360548 -0.4054626242
## [801,] 0.1027594707 -1.5790150660 -2.144746722 -1.340728618 -0.0620904791
## [802,] 0.2163307537 -2.0019698780 -2.335893755 -0.819479944 -0.1036585938
## [803,] -0.5443838460 -2.3825091262 -1.066008345 -1.507209433 0.0470264606
## [804,] 0.3066486408 -2.4234351943 -2.088384898 0.217245032 -0.1467099863
## [805,] 0.3308756766 -2.6924287774 -2.164096510 0.366489853 -0.0840721811
## [806,] 0.0029848753 -2.0811770256 -2.272799609 -3.796715846 -0.1128495521
## [807,] -0.4935388578 -0.0496610395 0.190072733 0.521112950 0.7356000106
## [808,] -0.6899769383 1.4250939072 0.472639383 0.443204266 -0.5306240047
## [809,] -0.2647052018 1.9484484236 -0.218280111 -1.210097126 0.1288527121
## [810,] -0.0878725445 1.5988723679 -0.419821543 0.210003510 -0.8561127721
## [811,] -0.1300108972 1.4108314403 -0.239450271 0.188117460 -0.0710788459
## [812,] -0.0431520751 1.4216049551 -0.346184676 0.340502509 0.0031427898
## [813,] -0.0750080343 1.6867454805 -0.288227257 0.333725690 -0.1033070303
## [814,] -0.1051891278 1.8615071337 -0.294802856 0.290148992 -0.8480667822
## [815,] -0.0388313374 1.4353053909 -0.338928212 0.464562965 -0.1058525302
## [816,] -0.0328014239 1.3720170661 -0.371826865 0.676766200 -0.4995921660
## [817,] -0.1024317428 1.1997890571 -0.237555272 0.608796707 -0.5691697091
## [818,] -0.0953062147 1.0314432348 -0.276175711 0.595333329 -0.4595179257
## [819,] -0.0184440575 0.8025903034 -0.472644413 0.673977467 -0.4557646619
## [820,] -0.0088573949 0.5950216909 -0.518105998 0.654090635 -0.4458798398
## [821,] -0.0263150797 0.5640479653 -0.523523592 0.599197206 -0.4491991163
## [822,] 0.0513525111 0.1358604721 -0.312023699 -0.261438468 -0.2900410411
## [823,] 0.0234585924 0.2176922761 -0.330403305 -0.264436621 -0.6882377938
## [824,] 0.0397037046 0.1346920172 -0.278898843 -0.272354118 -0.2659990796
## [825,] 0.0730288000 0.0348643604 -0.305494729 -0.266143146 -0.0371806919
## [826,] 0.0660826354 0.0366764378 -0.295551063 -0.266054491 -0.0443452279
## [827,] 0.0488194070 0.1653217959 -0.311705110 -0.271255279 -0.7171056543
## [828,] 0.0257824205 0.0969797555 -0.272212420 -0.283790077 -0.6794377435
## [829,] -0.2951946204 0.7885869157 -0.131255127 -3.018689889 -0.7939528535
## [830,] -0.0478986037 0.0726914425 -0.153465879 -0.433296941 -0.3321378918
## [831,] -0.5754936412 -1.7683977671 0.258384622 -0.224122941 0.4097919121
## [832,] -0.5885442231 -1.6620855336 0.310547707 -0.313351140 0.3808443312
## [833,] -0.0091877801 -1.4298372905 -0.543877361 -0.437717649 0.0576275449
## [834,] -0.0277555615 -1.1717719266 -0.700705445 -0.195086182 0.0334912280
## [835,] -0.3221766115 -0.6101545225 -0.729404927 -3.953034661 0.1167345213
## [836,] 0.0231155817 -1.2959430208 -0.731786771 0.167376868 0.1738605216
## [837,] -0.0098725401 -1.0109046212 -0.679723420 -0.507959962 0.0769623616
## [838,] 0.0392547678 -1.2292184471 -0.376992815 -0.609699878 -0.1001514226
## [839,] -0.3027055473 -1.1967554412 0.415916327 0.919475371 0.0027141538
## [840,] -0.5409665797 -0.7542615471 1.028479054 0.757164766 -0.1484803259
## [841,] -0.1312341134 -0.4124972033 -0.021656391 0.864079362 -0.0134517729
## [842,] -0.0370283529 -0.5069268494 0.183033673 0.684623267 -0.1535244375
## [843,] -0.0149698846 -0.2337531464 0.172594808 0.567276278 -0.1323818673
## [844,] -0.1846322912 0.4501762515 0.404466237 -0.757714592 -0.1929027711
## [845,] 0.0292779742 -0.0391036051 0.230877355 0.741195965 -0.0864278694
## [846,] 0.0115970732 0.0704231914 0.324662865 0.689989476 -0.0779976101
## [847,] -0.3318690417 0.7986623764 0.606633357 -2.306318024 -0.1926186147
## [848,] -0.2022623911 -0.0082478342 -1.588733631 -3.483935363 -0.1501727397
## [849,] -0.5685258598 -0.4516477506 0.065516335 -3.198638323 -0.0898962601
## [850,] -0.2207066288 -1.3589277888 0.252600512 -0.195987065 -0.1490338230
## [851,] -0.5629520392 -0.5599909455 0.058524563 -3.789789418 -0.0539145749
## [852,] -0.3064455221 -0.9894393553 0.500442186 -0.202878601 -0.2152805553
## [853,] -0.4953615738 -0.6008277234 0.567504479 -2.225767942 -0.2971980361
## [854,] -0.2868010611 -0.9110680115 0.712262969 -0.253484299 -0.3113624444
## [855,] -0.3210748877 -0.8045967187 0.684222495 -0.431807434 -0.2476369057
## [856,] -0.0873340363 2.0612255928 -0.115694649 0.231076132 0.4463346550
## [857,] -0.0907774037 2.0450942670 -0.118614928 0.223019078 0.3403544423
## [858,] -0.7217074918 1.9835300922 0.825137086 0.290427814 0.4812083185
## [859,] -0.7722082055 1.7209694059 0.917300077 0.262346542 0.4574389970
## [860,] -0.7023695081 1.7496840110 0.817679775 0.409554348 0.2564872182
## [861,] -0.0485269849 1.7596155198 -0.132667141 0.486512856 0.0197840355
## [862,] -0.0547159526 1.7877373247 -0.142163646 0.441653285 0.3337177703
## [863,] -0.1553253147 1.8888860472 0.034951711 0.325928981 0.0672662830
## [864,] -0.1031570671 1.9957399179 -0.190977900 0.359721719 -0.8907512475
## [865,] -0.0708335799 1.7561414528 -0.196916267 0.364648655 -0.2691960231
## [866,] -0.1847208027 1.8407531286 -0.271181181 -1.152469027 -0.8794786948
## [867,] -0.1539141153 1.7109729587 -0.041934942 0.266395298 -0.9100676166
## [868,] -0.1705043730 1.5140365328 -0.012579736 0.385560764 -0.5528523593
## [869,] -0.1614842987 1.3637583877 -0.083286755 0.427517356 -0.8566431974
## [870,] -0.1291656928 1.0926322157 -0.106668694 0.390335927 -0.5682442536
## [871,] -0.4928095653 -1.2849346270 0.666416320 0.647887100 10.3507615490
## [872,] -0.5060399383 -1.1839421052 0.645085128 0.645207921 9.8496605563
## [873,] -0.7123383603 1.0593475859 0.439844508 0.542020634 0.8339406382
## [874,] 0.1185885269 -1.1867297631 -0.248475500 0.534946063 10.1739833620
## [875,] -0.0687219233 1.0992717664 -0.551858920 0.446734868 0.5082314880
## [876,] -0.0667659841 1.1005966214 -0.550730380 0.461441965 0.3537319363
## [877,] 0.0845922034 -1.3951046694 -0.172033403 0.500004802 10.7420787427
## [878,] -0.1291377721 1.4900621270 -0.581260627 0.326822381 -0.7638073283
## [879,] 0.0643696237 -0.8157428355 -0.277464585 0.572501605 8.3920695111
## [880,] -0.1334967254 1.2597839775 -0.450822410 0.480576119 -0.1197779576
## [881,] 0.0139295354 -0.3870956762 -0.284167555 0.538368541 6.7451026644
## [882,] -0.0230614546 -0.0366827280 -0.315754695 0.528929832 5.5180468911
## [883,] -0.1360191476 1.3965077271 -0.476414402 0.497080611 -0.3884961915
## [884,] -0.0871958071 0.3941545107 -0.327596442 0.386378682 3.9719064160
## [885,] -0.1191704129 0.4564100490 -0.281650488 0.226279066 4.1103909591
## [886,] -0.4865237770 -0.8883082223 0.747637363 -0.299101089 -0.0367107444
## [887,] -0.2221207371 -0.7467414183 0.636355862 -0.368540857 -0.1680047910
## [888,] -0.4259550926 -0.1174619655 0.586245753 -2.819362216 -0.1932673877
## [889,] -0.1428770686 -0.7974008725 0.499218881 -0.316034522 -0.1053471309
## [890,] -0.5588207038 -0.1911154171 0.534119731 -3.928722356 -0.1696978077
## [891,] -0.2568458919 -0.9059916560 0.588978370 -0.124954005 -0.0904368692
## [892,] -0.1204068780 -1.0087896573 0.533453389 -0.073988401 -0.0964357242
## [893,] -0.0877569014 -1.1482146338 0.559382772 0.291851543 -0.0487113347
## [894,] -0.2167312299 -1.1386508719 0.638343638 0.261291994 -0.0577597008
## [895,] -0.0836926784 -1.2765920467 0.388480279 -1.000343110 0.0009627052
## [896,] -0.6137343995 -1.0805668110 0.464031161 -0.120423987 -0.0783035745
## [897,] -0.8087433904 -1.0264728486 0.281943369 -0.596322477 -0.0843428186
## [898,] -0.3166438704 -0.9851126155 0.632960725 -1.053455016 -0.0457065632
## [899,] -0.0688855344 -1.2563413972 0.274774683 0.588117780 -0.1717106978
## [900,] -0.0126667981 -0.9836320944 0.027676901 0.669085916 -0.0061001062
## [901,] -0.1736373699 -1.1781314100 0.650357056 0.769802568 -0.2616949671
## [902,] 0.1120957301 -1.0895533905 0.257003703 1.021246963 -0.1600750504
## [903,] -1.2394875246 -0.7875849262 -0.669823480 1.107325783 -0.0719786604
## [904,] -0.0257208141 -0.8430473059 0.004974303 0.941667986 0.0432847116
## [905,] 0.0877701326 -0.8888157599 -0.053581158 0.884094662 0.1034516959
## [906,] 0.0496278185 -1.0041916009 0.117098109 0.600549542 -0.0553627711
## [907,] 0.2104772643 -1.1159555633 0.076175778 1.272690891 -0.0045208063
## [908,] -0.1337214836 -0.8562708689 0.591738886 0.749151614 -0.1493207912
## [909,] 0.0816252503 -0.8808777262 0.122625579 0.831365775 0.0159204612
## [910,] 0.1589628897 -0.7478962116 0.077237135 0.515196824 0.0060731648
## [911,] -0.2474150598 -0.2438403784 0.658723760 -0.565773094 -0.1597030330
## [912,] -0.1940142350 0.0147127884 0.688398554 0.778441163 0.2227844361
## [913,] -0.2011242192 0.1491521013 0.714346837 0.779275290 -0.4136313078
## [914,] -0.2301468215 0.1435481370 0.738735830 0.804633604 -0.4136217459
## [915,] -0.1064884053 0.1933111569 0.805619099 0.731549223 -0.5388829386
## [916,] -0.0540497125 0.0975133337 0.757023792 0.782646989 -0.4315875921
## [917,] -0.2463624155 -0.0133894936 0.885675940 0.803020647 0.0025104741
## [918,] -0.2602291180 -0.0512243970 0.913711055 0.832193394 0.0849498911
## [919,] -0.0942266880 -0.1168552814 0.887057860 0.846852405 0.0397593244
## [920,] -0.1189164777 -0.0344850394 0.932768643 0.751814792 -0.0354567102
## [921,] -0.4555885670 -0.0188868928 1.457693118 0.844583345 0.0428739245
## [922,] -0.3770279138 0.0487573900 1.085800771 0.723403085 -0.1201924689
## [923,] -0.3309481038 -0.0639431728 1.140047812 0.774022196 -0.1265970864
## [924,] -0.2376312657 -0.0405227776 1.228063745 0.679986070 -0.1645848827
## [925,] -0.3701113443 -0.0431589205 1.214007024 0.773077138 -0.1469540718
## [926,] -0.4160546830 -0.0695449520 1.215943126 0.916637967 -0.3548072615
## [927,] -0.3840376657 -0.2660030205 2.506656713 0.840435501 0.4301552726
## [928,] -0.4154743211 -0.2208685042 2.467257400 0.874335595 0.3283916007
## [929,] -0.4421667127 -0.1913446522 2.441276271 0.901566304 0.2358444259
## [930,] -0.5036246352 0.0517939587 2.494779523 0.723181126 0.1840904434
## [931,] -0.5210068739 0.1338246761 2.489033722 0.765559280 -0.3968267674
## [932,] -0.5141160643 0.0879352863 2.553560460 0.831430865 -0.4139094415
## [933,] -0.7206645507 -0.0904571385 2.914112602 0.861853047 0.2524481837
## [934,] -0.5536239856 0.1743225812 2.561784710 0.862160082 -0.4136394392
## [935,] -0.5451623584 0.0218394000 2.601915179 0.865880998 0.0084227777
## [936,] -0.5502244579 -0.0185145415 2.658397542 0.851047633 -0.0853869651
## [937,] -0.6114403672 0.1265550110 2.693901753 0.760115867 -0.0281249419
## [938,] -0.5723854444 0.0262278629 2.617252341 0.898495500 -0.0361314511
## [939,] -0.5921449502 0.1520717816 2.609244843 0.899615883 -0.3606903522
## [940,] -0.5865449034 0.0939768257 2.627704573 0.887673165 -0.3178889743
## [941,] -0.5692100905 -0.1156805400 2.663408743 0.866532168 -0.1481242187
## [942,] 0.0793155913 -1.4339257104 0.350516639 -0.255949880 -0.0209176762
## [943,] 0.0630772255 -1.5163586437 0.189662902 -1.525444703 0.0344098587
## [944,] -0.1959487043 -1.3734003217 0.709133635 -0.654467728 -0.0434856620
## [945,] -0.0845186739 -1.4058380443 0.543872633 -0.559314915 0.0291626842
## [946,] -0.3008150521 -1.5109160859 0.895222058 -0.194393358 0.0730635562
## [947,] -0.3001066411 -1.5734787848 0.944442376 -0.203740319 0.1344965103
## [948,] 0.0416433908 -1.8459460141 0.575247523 -0.171910827 0.1352577654
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## [950,] -0.2110003146 -1.2574396973 0.912661777 -1.145958500 0.0668319856
## [951,] -0.0577693017 -1.8355159796 0.960748556 0.021118986 0.0769553641
## [952,] 0.0712139063 -2.5704031037 -1.466211460 -1.411726125 0.2318567784
## [953,] 0.0619441274 -2.5771965669 -1.270173649 -0.408131458 0.1958076269
## [954,] -0.1287258770 1.6601083336 -0.601020768 -0.979765509 -0.8001479828
## [955,] 0.0796445869 0.9372663780 -0.830622346 0.505202233 -0.7449705307
## [956,] 0.0890071104 0.7968289490 -0.860826810 0.507811880 -0.7415957572
## [957,] 0.0981508817 0.4176513022 -0.774394088 0.228603494 1.2980332450
## [958,] -0.0221817369 1.1159550967 -0.892387250 -0.647542589 -0.7659306097
## [959,] 0.0082984853 0.9095946592 -0.950136907 -0.551776450 -0.6945078772
## [960,] 0.0329476846 0.5003397543 -0.907699285 -0.570266073 0.9938129084
## [961,] 0.0159449606 0.5544047545 -0.879499323 -0.536623104 0.8466335536
## [962,] 0.0150288144 0.7811843838 -0.786910613 -0.165600449 0.6121162604
## [963,] 0.0554605400 0.4871891234 -0.827066186 0.190178019 0.5705334630
## [964,] 0.0190833490 0.7260745405 -0.913660769 0.048191006 -0.7497505484
## [965,] 0.0548712052 0.3653473776 -0.878334335 0.316197092 0.3398009496
## [966,] -0.6420037466 -1.1794508300 1.035801065 0.236248283 0.0399684818
## [967,] -0.6546193932 -0.4858442797 0.516767948 -3.921803810 -0.2047447614
## [968,] -0.6610290503 -0.5701798722 0.544590995 -3.908736933 -0.0998924137
## [969,] -0.2917000168 -1.2215364746 0.460914348 -0.211625477 0.0236527868
## [970,] -0.3801074566 -1.1357951372 0.479575673 -0.979888724 -0.0620661314
## [971,] -0.3747410178 -1.2233930953 0.558514831 -0.791867628 -0.0482573530
## [972,] -0.3433325976 -1.2791524403 0.630677004 -0.241791975 0.0338588164
## [973,] -0.3285679962 -1.2309000649 0.695151482 -0.189472548 -0.0447568341
## [974,] -0.3879032886 -1.2166789665 0.742269289 -0.544868566 0.0275179566
## [975,] -0.4522023348 -1.0399750031 0.888985351 -0.893985110 -0.0149489428
## [976,] -0.2758778859 0.2651133558 0.696898422 0.805935944 -0.4777052198
## [977,] -0.2571119214 0.0859814185 0.731552453 0.851731711 0.1989744812
## [978,] -0.2584651823 0.0050113680 0.719944837 0.863594851 0.2079449243
## [979,] -0.3164614140 0.3326894187 0.835062342 0.809681660 0.1649730853
## [980,] -0.6405644838 0.4069522025 1.295095586 0.900465064 -0.4336419229
## [981,] -0.6258698330 0.2219515964 1.315311991 0.918277760 0.1444140784
## [982,] -0.3271455720 0.3275625132 0.820168518 0.892494470 -0.5114796368
## [983,] -0.3583857363 0.3034444018 0.880020771 0.762274325 -0.0076555635
## [984,] -0.3628415626 0.3514528697 0.918470159 0.791746805 -0.0758914191
## [985,] -0.3705864631 0.3010049228 0.930395080 0.779703590 -0.0908237201
## [986,] -0.3857566847 0.2771296882 0.956205386 0.836214077 -0.0611338844
## [987,] -0.3980021333 0.2425211045 0.962741635 0.868620997 -0.1038437050
## [988,] -0.4357308185 0.3150096986 0.962763280 0.306072872 -0.1468563870
## [989,] -0.4265762676 0.2816708189 0.979086312 0.547170232 -0.2277812730
## [990,] -0.4516619196 0.2973414186 1.002959969 0.313699943 -0.1320987651
## [991,] 0.1885156161 0.3940951284 -0.930561926 0.054371822 -0.6198152372
## [992,] 1.0371438321 0.2416923042 -1.201957385 -0.037484477 -0.6101088247
## [993,] 0.2418947834 0.1985434611 -0.929573516 0.768249882 -0.6226374450
## [994,] -0.3818035896 -0.1036497618 0.044405466 0.754989622 0.3987107390
## [995,] 0.4815009805 -0.2500215698 -0.308966692 0.727687435 0.3785989506
## [996,] 0.2607093216 0.0434467039 -0.794172733 0.525969464 -0.0563657674
## [997,] 0.3091296473 0.0093849792 -0.899577054 0.647914035 -0.1554035225
## [998,] 1.0526222399 -0.0290862493 -1.204120518 0.850571663 -0.5436273211
## [999,] 0.2406409342 -0.1009898318 -0.848481578 0.746526636 0.0999632367
## [1000,] 0.3780151490 -0.1682771371 -0.886611547 0.764965297 0.0741418121
## [1001,] 0.3666097410 -0.1723742645 -0.875342775 0.769126661 0.0252393544
## [1002,] 0.2552368394 -0.1855440470 -0.820928231 0.758060623 -0.0321783411
## [1003,] 0.2445239688 -0.1013442663 -0.857427473 0.731175484 -0.5437340290
## [1004,] 0.2374892942 -0.0898361202 -0.833223774 0.714512356 -0.5353390357
## [1005,] 0.3289665598 -0.1239993262 -0.864267280 0.735181196 -0.5149903803
## [1006,] 0.0817373072 -0.2001981377 -0.803547905 0.915330195 -0.3026482774
## [1007,] -0.4741453374 -0.3022351592 -0.025694394 0.928995525 -0.0649763217
## [1008,] 0.0578419859 -0.2503991477 -0.796596692 0.931635629 -0.2667560350
## [1009,] 0.0480103753 -0.2976488828 -0.787645408 0.936372654 -0.2805097417
## [1010,] -0.1830936355 0.5135275127 -0.397906252 0.580429073 -0.6587639367
## [1011,] -0.0556807512 0.1536953112 -0.635322217 0.694106326 -0.4580631918
## [1012,] -0.0584196051 0.0004671372 -0.639557277 0.689815359 -0.3952522400
## [1013,] -0.1629239080 -0.0933694526 -0.453174490 0.704894608 -0.4579166444
## [1014,] -0.0481727287 -0.3348997028 -0.737947099 0.903343162 -0.3528981858
## [1015,] -0.0251019733 -0.5589869823 -0.743569542 0.931091164 -0.3467856719
## [1016,] -0.0092675736 -0.8261728872 -0.807268551 0.965860005 -0.3105401186
## [1017,] -0.4294763126 -1.0882073592 -0.190232125 0.991152685 -0.1101311177
## [1018,] -0.0568796201 -0.9505307581 -0.792774833 0.935279618 -0.2781833245
## [1019,] -0.1765359137 -0.9901843214 -0.848788472 0.806921153 -0.2522423006
## [1020,] -0.0885252191 -1.0663641220 -0.815738582 0.729122315 -0.2108216130
## [1021,] 0.0478309765 0.0675975819 -0.747781971 0.270573713 -0.2000486643
## [1022,] -0.7670592336 0.5621290678 0.391657593 -0.903187336 -0.0052069828
## [1023,] -0.7725887198 0.5506607467 0.433868416 -0.913860801 -0.0655952057
## [1024,] -0.0166380358 0.8159086811 -0.563486964 0.407673352 -0.2919034747
## [1025,] -0.2227000272 1.4413720858 -0.358415699 -1.069552203 -0.3817397340
## [1026,] -0.0387698849 0.7678601964 -0.565647726 0.226595895 -0.3459297250
## [1027,] -0.0202908226 0.5817995621 -0.590678748 0.481234709 -0.1995655005
## [1028,] -0.2127442973 0.9670907432 -0.437327779 -1.064157260 -0.2942979424
## [1029,] -0.4118305247 1.0290443080 -0.577843100 -4.190346468 -0.4294311449
## [1030,] 0.1485018840 -0.4851637932 -0.010283437 0.898247462 -0.3244150244
## [1031,] 0.3650722427 -0.5399725959 -0.089414086 0.934085232 -0.3143508039
## [1032,] 0.3500878324 -0.6015508758 -0.115087286 0.940985498 -0.4764864501
## [1033,] 0.2954684501 -0.6623998571 -0.049675356 0.883160146 -0.4667036684
## [1034,] 0.0737063487 -0.7591736574 0.040592426 0.878750443 -0.2731412568
## [1035,] 0.3218425187 -0.8628710973 -0.133547155 0.960646288 -0.2143085880
## [1036,] 0.3072950767 -0.9096648164 -0.134434661 0.957756970 -0.1955153211
## [1037,] -0.2378611145 -1.0394634914 0.623559517 0.843987849 0.0177563506
## [1038,] 0.0812389139 -0.9185413937 -0.055794373 0.832551571 -0.2200941954
## [1039,] 0.0661665321 -0.9619885779 -0.027884539 0.883704202 -0.3415132818
## [1040,] 0.0166848894 -1.0114436718 -0.068954485 0.860688769 -0.2106112302
## [1041,] -0.0529723122 -0.4330849730 0.021040171 -0.809567184 -0.2614850460
## [1042,] 0.1461266820 -1.1702861131 -0.030687948 0.691951739 -0.2216574162
## [1043,] 0.2135208310 -1.1992878278 -0.137373521 0.641530440 -0.1517162975
## [1044,] -0.0026322955 -0.9319841071 0.064951947 -0.091228535 -0.1929178090
## [1045,] 0.3103267944 -1.6772786630 -0.720810105 0.101935662 0.0060763452
## [1046,] 0.1379177758 -1.3757910061 -0.402416138 -0.096173150 -0.1210286629
## [1047,] -0.0387294746 -1.2782764417 -0.351150361 -0.272399318 -0.0838437288
## [1048,] -0.2387607686 -1.2433977001 -0.004518037 -0.249687110 -0.0187021198
## [1049,] -0.2409176633 -1.2151023424 -0.052566414 -0.300849071 -0.0118323383
## [1050,] -0.2331332983 -1.2031851674 0.005656895 -0.307097763 -0.0022629933
## [1051,] 0.1557733143 -1.2095044396 -0.422800510 -0.243311818 -0.0760472056
## [1052,] 0.3429591962 -1.4719039299 -0.804995890 -0.048670060 0.0921097411
## [1053,] 0.3815233812 -1.5062688343 -0.808945592 -0.023304931 0.0908985056
## [1054,] -0.0197515619 -1.4414103481 -0.843929572 -1.447552901 0.0553286325
## [1055,] 0.1482612031 -1.6380116211 -0.824515270 0.043527697 0.1309468807
## [1056,] 0.1113994229 -1.7514889941 -0.973453019 0.119343823 0.1294531688
## [1057,] 0.3038400206 -1.7756582083 -0.801055887 0.027529572 0.1504168962
## [1058,] 0.0161484344 -1.3813477276 -0.366770201 -1.125283495 0.0553333312
## [1059,] 0.0653770420 -0.6574262042 1.730697040 0.481878990 -0.0960406379
## [1060,] -0.0104249336 -0.4594500629 1.755290600 -0.214268292 -0.1147237359
## [1061,] -0.3833384507 -0.3049036617 1.976566465 -0.183942929 -0.1346992588
## [1062,] -0.7458237790 -0.0469598339 2.201258133 -2.409921841 -0.0235353472
## [1063,] -0.3962236013 -0.6104556413 1.641564110 -2.399494147 -0.0811654149
## [1064,] -0.3442447701 -0.7307589560 1.501346361 -2.344300695 -0.0372718306
## [1065,] 0.2407015566 -0.9016271216 1.531406748 0.461815353 0.0244347149
## [1066,] 0.1498288629 -0.9128227841 1.609706506 0.441195873 -0.0116879853
## [1067,] 0.0471845082 -0.8194744734 1.811472686 0.074564550 -0.0470153757
## [1068,] 0.0984114234 -0.7843232121 1.679225360 -0.179652280 -0.0031904105
## [1069,] -0.3087451575 -0.5743358727 1.912140944 -0.345534151 -0.0266484029
## [1070,] -0.0208233603 -0.4418386815 1.821278833 -1.010399951 -0.0177926461
## [1071,] -0.1925477216 -0.5503402845 0.789742412 0.382031469 0.0702120883
## [1072,] -0.2108341832 -0.5462429146 0.882658342 0.443053372 0.0910161763
## [1073,] -0.2171202172 -0.4700508937 0.984574453 0.181301481 0.1270612926
## [1074,] -0.3558415194 0.7005629563 1.319147899 -0.009571155 -0.5261358159
## [1075,] -0.2545352952 -0.0407337442 -0.696816766 0.030712521 0.0282576041
## [1076,] -0.2583027414 -0.0347658705 2.686659764 0.659065682 -0.3171978184
## [1077,] -0.4587341321 0.0048678416 2.809733572 0.634992490 -0.2654741384
## [1078,] -0.6332460509 0.6955319515 2.696764024 -3.843191262 -0.3145442662
## [1079,] -0.2687088594 -0.1219210123 2.830542624 0.667063366 -0.2363755261
## [1080,] -0.4675703617 -0.1554461989 2.914952991 0.130493833 -0.2123820920
## [1081,] -0.4327746657 -0.3196668263 2.942554681 0.576200376 -0.2260535427
## [1082,] -0.2916262581 -0.3880932675 2.854775847 0.170517584 -0.1559207128
## [1083,] -0.2845470379 -0.3895030588 2.885969881 0.180414186 -0.1444188278
## [1084,] -0.5676871542 -0.2832385209 3.198446116 0.163003104 -0.1889964842
## [1085,] -0.6754332052 -0.0823396508 3.243645540 -0.811466173 -0.2119884427
## [1086,] -0.8064981483 0.0191833964 2.869396248 -3.481896470 -0.1607854606
## [1087,] -0.8441375570 0.1873745621 3.377112797 -1.435448844 -0.2276208638
## [1088,] 0.0942518557 0.3127455103 -0.793735424 0.559543858 2.1078817525
## [1089,] -0.1271424711 1.5038126663 -0.159695220 -0.384005754 1.7364063540
## [1090,] -0.7231076017 1.8473988972 0.817306670 -1.137599561 1.7836266315
## [1091,] -0.3169317037 2.5314367869 -0.392022020 -1.138656579 -0.4414987893
## [1092,] 0.0568294085 -0.6116321725 -0.852737065 0.796059855 -0.3257287883
## [1093,] 0.0848375029 -0.6128878489 -0.892827503 0.818499147 -0.3353326515
## [1094,] 0.0357882430 -0.6088658939 -0.867520680 0.814203242 -0.3439029854
## [1095,] -0.5069314900 -0.6778673365 -0.111092972 0.895875814 -0.0939142401
## [1096,] -0.4677001934 -0.7199553292 -0.116488368 0.907086975 -0.0959109929
## [1097,] 0.0471639467 -0.6587656976 -0.887523561 0.851920184 -0.3135356608
## [1098,] -0.0038552544 -0.6620897953 -0.867892112 0.776262872 -0.3085745522
## [1099,] -0.0290820833 -0.6230541779 -0.844808751 0.561443289 -0.3172683965
## [1100,] -0.1309155504 -0.5143343792 -0.715145631 0.234772112 -0.4783586660
## [1101,] -0.0325141816 -0.5849965333 -0.885744278 0.226436948 -0.3069898879
## [1102,] -0.1020323939 -0.5795900429 -1.064396997 -1.373706821 -0.3681819856
## [1103,] -0.0834693194 -0.5602678876 -0.837216507 0.208125901 -0.4173009117
## [1104,] -0.0587860491 -0.6348046767 -0.851612128 0.174278874 -0.3924217500
## [1105,] -0.1001897733 -0.6983401524 -0.838696937 0.320680720 -0.3553179106
## [1106,] -0.1201116327 -0.7227794405 -0.843322886 0.107309886 -0.3456278289
## [1107,] -0.0245306807 -1.9223719881 0.683763578 -0.501117194 0.1086307450
## [1108,] 0.0212609192 -2.2116296630 -0.308597761 -0.732821923 0.1532102116
## [1109,] 0.1129739582 -2.6240503867 -1.256532066 -0.323569442 0.1902021913
## [1110,] 0.0230741233 -2.7874212065 -1.382872833 -1.315954817 0.2438688728
## [1111,] -0.1624145307 -2.0683245083 -1.040113551 -2.639830686 0.1238056444
## [1112,] 0.0612917960 -2.4995017465 -0.117538156 -0.289207251 0.2149241452
## [1113,] 2.4480717640 -0.6923158282 -0.522413412 -1.559468331 0.0854389884
## [1114,] 2.0675577286 0.0198729591 -1.549338705 -1.727671849 -0.0732758966
## [1115,] 3.6831102208 -0.1166512608 -1.671739891 -1.894765204 0.0226947641
## [1116,] 2.4270840572 0.3554262793 -0.177084128 -1.726570679 -0.0613430429
## [1117,] 3.5831910653 0.4965871428 0.570118280 -1.324598454 -0.0471388065
## [1118,] 2.6683547098 0.5912740805 1.148321357 -0.877792611 -0.2247111512
## [1119,] 2.4598763259 0.7356947191 1.067628672 -2.458546390 -0.1208236889
## [1120,] 2.4377906502 0.7878880605 1.614198535 -1.839239179 -0.0769962313
## [1121,] 2.5946820957 1.0524939977 1.349989945 -3.014360683 -0.2475067431
## [1122,] 2.3240004398 1.0075714855 0.808575748 -2.287138091 -0.3969212667
## [1123,] 2.6660797737 -0.4778286827 2.416671407 -0.159663441 -0.0029591825
## [1124,] 2.7298702789 -1.1773574055 0.355197159 -0.135327166 0.0536097883
## [1125,] 2.7234623859 -1.1998787219 0.414787250 -0.136267096 0.0639000261
## [1126,] 2.8603800132 -1.8059780753 -1.537028973 -0.045921090 0.0858731981
## [1127,] 1.5982496206 -1.6223773142 -0.952755858 0.186707353 -0.0392333894
## [1128,] 1.5985551199 -1.6956472664 -1.109788563 -1.367160593 0.0236119448
## [1129,] 1.2924657997 -0.9333883280 1.327524572 -1.741681877 0.0463974432
## [1130,] 1.3037190217 -1.0590431945 1.519825858 -0.145743557 0.0413026176
## [1131,] 1.3411600923 -0.5204790740 3.274769687 0.016328356 -0.0041768426
## [1132,] 1.1193685060 0.0188752055 3.665256418 -1.294777615 -0.0773088894
## [1133,] 1.1913341498 -0.5507406344 3.351651678 -0.668278594 0.0401766392
## [1134,] 1.2046779064 -0.5459261020 3.407542104 -0.589265961 0.0386243729
## [1135,] -0.3578126216 0.9981165959 -0.683022996 -4.226919342 0.3642610364
## [1136,] -0.3511218709 1.0861143598 -0.438231530 -2.998846389 0.2234136241
## [1137,] -0.1052235602 0.5916291922 -0.544922682 -0.040741935 -0.6358897383
## [1138,] -0.0819826600 0.5529833320 -0.603709803 0.142524891 -0.6665398122
## [1139,] -0.0136186601 0.2686366725 -0.566659560 0.473890433 0.0237169688
## [1140,] -0.0646640353 0.3730659349 -0.593916328 -0.018686379 -0.0190480903
## [1141,] -0.0739199998 0.3764540212 -0.596355985 0.047839902 -0.0627487168
## [1142,] -0.1169623979 0.4733969410 -0.611380290 -0.015885484 -0.6353134266
## [1143,] -0.0957762255 0.2861372308 -0.547623056 0.338076083 -0.2347971934
## [1144,] -0.6002381786 0.1039373242 0.217352199 0.378540444 -0.0269347008
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## [1148,] -0.0940791325 0.0996126239 -0.492614567 0.695484260 -0.6126229609
## [1149,] 0.0584685437 -1.2897518633 -1.453741601 -0.590486111 -0.0738358943
## [1150,] 0.1082817523 -1.4163625212 -1.612470983 -1.317907837 -0.1808138403
## [1151,] 0.0181768947 -1.2783659988 -1.360840175 -0.275233627 -0.2198848678
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## [1153,] -0.0492675328 -1.1660163192 -1.330812989 -0.775188386 -0.1555141052
## [1154,] 0.0309800908 -1.3428830331 -1.358811289 -0.348834980 -0.1348582656
## [1155,] -0.1228364287 -1.2779268806 -1.112885174 -0.824046640 -0.1688314238
## [1156,] 0.0070847774 -1.4603088000 -1.389117318 -0.574931713 -0.0806430630
## [1157,] -0.0045073549 -1.6708480551 -1.380940970 -0.475115891 -0.0625260783
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## [1159,] -0.5566963341 -1.4395385698 -0.614159336 -1.889037504 0.0670817032
## [1160,] -0.0692248438 -1.8852303641 -1.417569666 -0.676830152 -0.0267007214
## [1161,] -0.3256145118 -1.4848538530 -1.369049685 -1.973420719 -0.0853947050
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## [1163,] -0.1366402083 -1.9139404092 -1.526153748 -1.151795687 0.0546938693
## [1164,] 0.0673530380 -0.7798630637 -0.821307569 0.164841651 -0.1607664832
## [1165,] -0.1168900986 -0.0131300233 -1.036899058 -1.148020983 -0.0522406320
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## [1176,] 0.1121471744 -0.4799730455 -1.109601860 0.115542618 0.0345945302
## [1177,] 0.0150772640 0.1974306383 -0.948134163 -0.096855308 -0.0404521080
## [1178,] 0.0402923173 0.1182976079 -0.899246478 0.561593347 -0.0631224708
## [1179,] 0.2217315584 0.0935136674 -0.993365927 0.401407324 -0.1126734679
## [1180,] 0.1668569905 0.1493360075 -0.895056326 0.443774239 -0.6094622883
## [1181,] -0.0529799221 0.1045115939 -0.762853598 0.416258912 -0.2765237236
## [1182,] -0.5110110470 0.0694702086 -0.124309557 0.551596968 -0.3532957431
## [1183,] -0.3127487439 -0.1172396520 -0.201081833 0.592920047 -0.0266428884
## [1184,] 0.2029433304 -0.0704193574 -0.981294382 0.594623514 -0.2711695473
## [1185,] -0.0331309087 -0.0020480691 -0.957299533 -0.248662332 -0.3055645716
## [1186,] 0.1818590724 -0.0851703526 -0.999600720 0.190658394 -0.3128833325
## [1187,] 0.1127679459 0.2889525842 -0.851928279 0.104651153 -0.5704709579
## [1188,] -0.8046147919 0.3040022002 -0.001164908 -0.506499996 -0.3461139773
## [1189,] -0.0769042909 0.0895540036 0.263607747 0.304470226 -0.3840061053
## [1190,] 0.5813175844 -0.0285272797 0.044086157 0.423068086 -0.1802045608
## [1191,] -0.1309098216 0.0920429481 0.278372381 0.291167386 -0.2240790265
## [1192,] 0.4691847443 0.0133346080 0.015928851 -0.099403292 -0.1994057725
## [1193,] -0.0753730411 0.0513198680 0.311427561 0.235370673 -0.2473121650
## [1194,] -0.0401554126 -0.0534286833 0.317860995 0.457020225 -0.2261118717
## [1195,] -0.0566426860 -0.0575945590 0.294016684 0.300642356 -0.2249767053
## [1196,] -0.2789114086 -0.0161811753 0.639584474 0.188538908 -0.1611524984
## [1197,] 0.2475697031 0.0160134859 0.241825965 -1.525890625 -0.1158575342
## [1198,] 0.3888185588 0.2194495956 0.152576764 -0.298925020 -0.3254533994
## [1199,] -0.2568576809 0.2916210061 0.331616709 -0.371947183 -0.3653467503
## [1200,] -0.3091065723 0.3414730169 0.354035781 -0.787161478 -0.3477525293
## [1201,] 0.2831649823 0.1943629415 0.118986386 -0.667423715 -0.2514718810
## [1202,] 0.1742393962 0.5126700780 0.217468644 -1.390763527 -0.3391227380
## [1203,] -0.0695477056 1.6624417113 -0.278676117 0.399384447 -0.2610441538
## [1204,] -0.7459353267 1.6442644221 0.644771150 0.496927272 -0.6623552235
## [1205,] -0.0273246963 1.4258561018 -0.398506213 0.516645012 -0.2391427112
## [1206,] -0.0312721909 1.4282962733 -0.370621400 0.550114205 -0.1970576692
## [1207,] -0.0831217871 1.3633909807 -0.267681866 0.513136908 -0.2777462322
## [1208,] -0.0295409292 1.2470510236 -0.348269865 0.562110947 0.0547396987
## [1209,] 0.1379333018 1.5365306807 -0.336474016 0.533654424 -0.9308317811
## [1210,] -0.0914904970 1.4887773147 -0.343983596 0.614819461 -0.8406740178
## [1211,] 0.1906416115 1.3769850305 -0.461123834 0.667935767 -0.8636222810
## [1212,] 0.2028114981 1.2023993291 -0.480340715 0.689285458 -0.7781659561
## [1213,] 0.2064080437 1.1732757972 -0.423474622 0.689190668 -0.3320936955
## [1214,] -0.0822000230 1.1946327210 -0.306889380 0.619305526 -0.4135560466
## [1215,] -0.0398408912 0.9915011534 -0.352714005 0.665838705 -0.4106712270
## [1216,] -0.0507921560 0.9394454602 -0.368259050 0.611083232 -0.4099340046
## [1217,] 0.2025788067 0.9338912114 -0.461928796 0.714641662 -0.4295436509
## [1218,] -0.6533925967 1.3968225208 0.318585987 0.570168624 -0.5955979622
## [1219,] -0.6160381633 0.8840717163 0.356732241 0.593901638 1.1560214760
## [1220,] -0.0637811447 1.6369719301 -0.550448908 0.473301065 -0.8248744956
## [1221,] -0.1003818681 1.3669020401 -0.661830474 0.519117727 1.2210391190
## [1222,] -0.1124747199 1.3709137440 -0.660178904 0.541692553 1.2084232761
## [1223,] -0.1824742460 1.8225221807 -0.647457964 0.427317939 -0.6845125350
## [1224,] -0.0571691088 1.0251979400 -0.461989781 0.447471128 1.3713105204
## [1225,] -0.1096458960 1.5059138830 -0.540826882 0.421587487 -0.7725241477
## [1226,] -0.0944838579 1.1534978185 -0.457557933 0.444095507 0.9026266452
## [1227,] -0.1678206491 1.2379128964 -0.345723242 0.201218136 0.8014144435
## [1228,] -0.1606333421 1.7151254906 -0.439089853 0.293230664 -0.8362877938
## [1229,] -0.1881688252 1.4869254429 -0.288879929 0.358403226 0.4728545616
## [1230,] -0.1980006745 1.3889864810 -0.322817947 0.172431766 0.2425411501
## [1231,] -0.9201993345 1.9078310916 0.647208160 -1.096068367 0.2799602437
## [1232,] -0.8181150899 1.6630094004 0.481187046 -0.224956140 -0.6599933863
## [1233,] 0.1026941612 0.1181214708 -0.711256517 0.567320835 -0.7180398106
## [1234,] 0.0809797075 1.0923633602 -0.420804017 0.317531445 0.0072764026
## [1235,] -0.1507956193 1.2645975157 -0.327275462 0.352233930 -0.1274151668
## [1236,] -0.1223123140 1.4540144027 -0.311887939 0.253137396 -0.8859870499
## [1237,] -0.0556662372 1.2539953736 -0.223988583 0.473028739 -0.1673391858
## [1238,] -0.0975106461 1.5597727230 -0.194214443 0.437738757 -0.8427153630
## [1239,] -0.1197084537 1.5864569831 -0.147468776 0.482830170 -0.7688231888
## [1240,] -0.0877603952 1.1395016150 -0.176392200 0.576511063 -0.1129446401
## [1241,] -0.0888998323 0.8188856795 -0.260032398 0.662997885 -0.2610541684
## [1242,] 0.0428563566 0.6461284663 -0.351783180 0.696518780 -0.2923028528
## [1243,] 0.0589583019 0.8356848203 -0.260621613 0.673579153 -0.4047921208
## [1244,] 0.0732160990 0.6383401640 -0.298401693 0.688619320 -0.4157293546
## [1245,] -0.0907029680 0.7281236219 -0.218342636 0.724469342 -0.5367974870
## [1246,] -0.0992442552 0.6943381310 -0.197327389 0.749992698 -0.4861270352
## [1247,] 0.0374443378 0.6862916111 -0.212435918 0.768511776 -0.4902902825
## [1248,] 1.1039636295 0.8672872074 -0.916047332 0.732984400 0.2640222490
## [1249,] 0.1539892437 1.0086551680 -0.494771334 0.601334220 0.3590970918
## [1250,] 0.1311929983 1.1491444705 -0.517015579 0.611963436 -0.0694333976
## [1251,] 0.1422151351 1.1024950706 -0.529204802 0.601180666 -0.0868354311
## [1252,] 1.1061777870 0.9766716359 -0.940883018 0.760196521 -0.6329628534
## [1253,] 1.1145527403 0.9556082221 -0.894242383 0.790700733 -0.3306861664
## [1254,] 0.1383993741 1.1971070519 -0.517362963 0.660348727 -0.1962304755
## [1255,] 0.0203020418 1.3527157692 -0.495321718 0.651647519 -0.7430145885
## [1256,] -0.0088443806 1.3498687996 -0.282760064 0.563102806 -0.8098228383
## [1257,] 1.1174933138 0.9328724072 -0.965510252 0.830225047 -0.2423756253
## [1258,] 0.0180810777 1.2062799055 -0.538447544 0.642495035 -0.7103296990
## [1259,] 1.0918497869 0.8616942874 -0.972010374 0.738306592 -0.4288458787
## [1260,] 0.0213360425 1.0272974869 -0.486027010 0.376589346 -0.5162159702
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## [1265,] -0.3642776844 -0.2937442541 0.582371934 0.741538706 -0.2528895392
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## [1267,] -0.2470402692 -0.4507815002 0.517865802 0.806499743 -0.1995038116
## [1268,] -0.3002322524 -0.4878394728 0.588380951 0.872416630 -0.2319254188
## [1269,] -0.2868384405 -0.5078586637 0.612356440 0.890949981 -0.2227061356
## [1270,] -0.3085026604 -0.4768603870 0.393936439 1.087640520 -0.0093292638
## [1271,] -0.3332880279 -0.5985288112 0.753750047 0.713515037 -0.1662352732
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## [1275,] 0.1694734835 -0.3834230650 -1.653203434 -1.314479941 -0.2850161086
## [1276,] 0.0466568754 0.0055261374 -1.516804435 -2.032273438 -0.2985687365
## [1277,] 0.1706410306 -0.3854286406 -1.699683371 -1.062157677 -0.2913278383
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## [1279,] 0.0955158102 0.0325153857 -1.575750752 -1.362643964 -0.3955719645
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## [1285,] 0.0318430625 0.0107895252 -1.669196835 -2.051748065 -0.4066641750
## [1286,] 0.1323278831 -0.1300145207 -1.544895207 -0.047827638 -0.6015773672
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## [1288,] 0.1538702496 -0.4056820364 -1.565802586 0.136227223 -0.4395847785
## [1289,] 0.0960611321 -0.3984737923 -1.380785536 0.463894043 -0.5997147895
## [1290,] -0.5231794323 -1.0983868205 0.610043760 0.804330895 -0.0377322809
## [1291,] -0.2057587878 -1.1152086027 0.206327463 0.866560734 -0.1993309892
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## [1301,] -0.5189332864 -0.0732753852 0.974939301 -0.258872439 -0.3296468076
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## [1536,] 0.0391003041 -0.1392991954 -0.342652858 0.011614867 -0.5678110515
## [1537,] 0.0295941371 -0.1629373507 -0.330339566 -0.756605580 -0.1858510935
## [1538,] 0.0820375709 -0.2121927928 -0.350472228 -0.316446788 -0.5048219606
## [1539,] 0.2721507741 -0.4149584752 -0.512497652 0.221786740 -0.3048794460
## [1540,] 0.0269440461 -0.4283902394 -0.360434516 -0.028383611 -0.1410841711
## [1541,] 0.0305754054 -0.5252445575 -0.637380448 0.885721128 0.1974581885
## [1542,] 0.0125555448 -0.4183082916 -0.681194397 0.911702807 -0.3309139830
## [1543,] -0.0785700869 -0.5033567928 -0.474616194 0.817855556 0.0816807209
## [1544,] -0.0383862363 -0.5862798016 -0.644782443 0.866219566 0.0686148860
## [1545,] 0.0087272827 -2.2269230631 -1.106980964 0.981276302 0.3941014015
## [1546,] -0.0034130942 -2.1929104843 -1.116708004 1.020260364 0.1005492270
## [1547,] 0.0314240324 -2.1941262762 -1.136091630 0.999113380 0.1060069067
## [1548,] -0.0017873373 -2.1979439114 -1.097482970 1.102217388 0.0791991814
## [1549,] -0.0064857890 -2.2282705152 -1.063529398 1.095815808 0.1802377383
## [1550,] -0.3874517185 -2.3011178474 -0.415822979 1.196544178 0.2487599403
## [1551,] -0.4355397365 -2.3170764960 -0.356813463 1.072268322 0.3535735228
## [1552,] -0.0200601684 -2.2487334253 -1.076720135 0.228030308 0.1910712230
## [1553,] -0.0388180078 -2.2872955258 -0.962715417 1.079440430 0.1688319745
## [1554,] 0.1970925347 -1.1439188566 0.214788128 -0.039637324 -0.1654545168
## [1555,] 0.2567154110 -1.2201030197 -0.076738071 0.098685974 -0.0737083879
## [1556,] 0.0821437420 -1.1630122806 0.072519761 0.053522177 -0.0761187565
## [1557,] -0.0449260009 0.2172967755 0.483285362 -0.003672405 -0.2986794059
## [1558,] -0.0796960995 0.9186303608 0.584422398 -2.804214170 -0.3996162381
## [1559,] 0.2231997597 0.1878791092 0.362167707 -0.111719181 -0.2392884456
## [1560,] 0.0537914334 0.3055350485 0.698652657 -0.708382142 -0.3458778645
## [1561,] -0.1606692587 0.1552239432 0.598875088 -1.701975069 -0.3443896912
## [1562,] -0.1839094943 0.3687357586 0.807103902 -1.109677372 -0.3754434959
## [1563,] 0.0745607954 0.3489252869 0.485148794 -1.009880664 -0.2677580937
## [1564,] 0.2928198131 0.4310993195 0.409192218 -1.058342820 -0.2693483205
## [1565,] -0.4116645468 0.7936648529 0.747408766 -1.564856003 -0.4173034709
## [1566,] -0.4303047880 0.7299713733 0.232500199 -1.613879422 -0.3137427141
## [1567,] -0.6351069923 1.5690902401 0.384164160 -3.024573032 -0.6651566841
## [1568,] -0.7509360462 1.3281552003 0.433466918 -1.073935163 -0.5898753915
## [1569,] -0.3321865469 1.3927243054 -0.393008463 -1.176049356 -0.6004597637
## [1570,] -0.4205442277 1.7117811696 -0.343974010 -3.363580534 -0.6493510789
## [1571,] -0.1697516934 1.3020052438 -0.534317150 -1.828533331 -0.5975717521
## [1572,] -0.0974930762 1.2078051416 -0.492935840 -0.845556133 -0.6216701890
## [1573,] -0.1694866387 1.3168341799 -0.542413686 -1.473093312 -0.5298006822
## [1574,] 0.0033721278 1.0349710768 -0.545086962 0.592660627 -0.7493163624
## [1575,] -0.3698141348 0.8748233109 -0.817274468 0.807593773 -0.7746205447
## [1576,] 0.0193895769 0.6910332920 -0.599705878 0.631943227 -0.5709557803
## [1577,] 0.0510370248 0.6203154744 -0.575911950 0.774951453 -0.5993337227
## [1578,] 0.0331946297 0.6264842386 -0.543240445 0.388481505 -0.7012353382
## [1579,] -0.1293964856 0.6503581414 -0.539189872 -0.028763581 -0.6140552649
## [1580,] 0.0429615374 0.7281777969 -0.700835263 -0.638639221 -0.6565476743
## [1581,] 0.1976401755 0.7748566219 -0.569782076 -0.733041789 -0.6184316807
## [1582,] 0.0952048115 0.6164456942 -0.716599557 0.470841299 0.0509218262
## [1583,] 0.0642883830 0.5885554058 -0.705166490 0.417148689 0.0681644649
## [1584,] 0.0745251565 0.7340069396 -0.725344596 0.468448145 -0.7081151540
## [1585,] 0.0745776491 0.6157413770 -0.687517970 0.473028601 -0.0737226524
## [1586,] 0.0781556954 0.5056344977 -0.660499706 0.471601159 0.4415886456
## [1587,] -0.5601455317 0.4966325956 0.282634228 0.534069725 0.4303621061
## [1588,] -0.6169241741 0.8133292242 0.276517241 0.473522107 -0.5754002864
## [1589,] 0.0262754137 0.8209804717 -0.684683141 0.416622796 -0.8558689877
## [1590,] 0.0353721909 0.4923796419 -0.568980083 0.445527980 -0.0627117791
## [1591,] 0.0453168066 0.6818996589 -0.592219113 0.502663874 -0.8297331121
## [1592,] 0.0288290185 0.4970184253 -0.562595503 0.419965336 -0.4132980678
## [1593,] 0.0027588249 0.5658161728 -0.721383224 0.311035788 -0.5556275455
## [1594,] 0.0022609333 0.6018769522 -0.683805207 0.478963770 -0.7526176017
## [1595,] -0.0307354438 0.5054416070 -0.630565652 0.453140758 -0.3379032699
## [1596,] -0.1700054009 0.6537616238 -0.662437144 -1.318660303 -0.2845304036
## [1597,] 0.0374488061 -0.6356011938 -0.577537810 0.939334435 -0.4616742334
## [1598,] 0.0372252700 -0.6927391062 -0.563296008 0.939942965 -0.4410960502
## [1599,] 0.0383430459 -0.7184891009 -0.552299978 0.941213990 -0.4371094470
## [1600,] -0.0200451281 -0.3825593958 -0.468458974 0.903109003 -0.3514891588
## [1601,] -0.4332624748 -0.4865033205 0.145320363 0.959034863 -0.1739918635
## [1602,] -0.4303191350 -0.5498252932 0.177224895 0.918489496 -0.1944344359
## [1603,] -0.0379409415 -0.4225187237 -0.436464085 0.740599426 -0.4354247619
## [1604,] -0.0310485843 -0.5526337467 -0.474930752 0.852349591 -0.4177782968
## [1605,] -0.0132148717 -0.5857201413 -0.476324247 0.780202484 -0.3510083676
## [1606,] -0.0230398501 -0.6352491128 -0.473239591 0.952455228 -0.3481186435
## [1607,] -0.0006501916 -0.6940228472 -0.476046381 0.957032730 -0.3411139970
## [1608,] -0.0032646605 -0.7557231450 -0.461028746 0.943745154 -0.3293244022
## [1609,] -0.0826531089 -0.5533925007 -0.377353980 0.325364224 -0.3417534641
## [1610,] -0.0719761884 -0.9176677824 -1.192247089 -0.929325268 -0.0810635689
## [1611,] -0.0877731117 -0.8872242403 -1.212010932 -0.913678893 -0.0897644746
## [1612,] -0.6164884310 -0.9682321475 -0.427960320 -0.849678157 0.1300504301
## [1613,] -0.1205997181 -0.7791538595 -1.157095467 -0.920754289 -0.0830265319
## [1614,] -0.1259880541 -0.7888736661 -1.122184636 -0.928211056 -0.1045573459
## [1615,] -0.1397456765 -0.7834681548 -1.124238033 -0.894664036 -0.1312971629
## [1616,] -0.1545221128 -0.7458075417 -1.109935089 -0.891468813 -0.1261208224
## [1617,] -0.2942265766 -0.3385761671 -0.957932792 -1.825959649 -0.1737000413
## [1618,] -0.1707064479 -0.7536480349 -1.086634473 -0.880996144 -0.3259947484
## [1619,] -0.1124433218 -2.2582240065 -1.491678321 -0.692201942 0.2163922368
## [1620,] -0.1113302534 -2.2722710504 -1.477900828 -0.637913526 0.2101325219
## [1621,] -0.1247313653 -2.2403686339 -1.464852299 -0.621596003 0.0414609996
## [1622,] -0.2422684356 -2.1435922388 -1.489967022 -1.821107162 0.1290147807
## [1623,] -0.2396550982 -2.2150047712 -1.502952210 -1.775627851 0.1441273053
## [1624,] -0.3579782694 -1.8680368752 -1.166861585 -1.615222932 0.0777540438
## [1625,] -0.1323525656 -0.5260056677 0.240805601 0.229122989 -0.1231714174
## [1626,] -0.1971988657 -0.1212233228 0.318569846 -0.136891284 -0.2917286042
## [1627,] -0.0953425150 -0.2647096752 0.072269285 -1.271102803 -0.0912656811
## [1628,] -0.2169572304 -0.2281765667 0.204135243 0.176692512 -0.1224581933
## [1629,] -0.5344166521 -0.4177370413 0.323954416 -0.990665916 0.0169412801
## [1630,] -0.2245535443 -0.4711783856 0.594594469 0.842184856 -0.0179334961
## [1631,] -0.2528321711 -0.3933728529 0.372733106 -0.990346301 -0.1160294155
## [1632,] -0.3225371007 0.3732670883 0.283644627 -2.595444259 -0.2297473310
## [1633,] 0.0242104393 -0.3967693376 0.154382270 0.251547582 -0.1442013928
## [1634,] -0.0197911957 -0.4731309974 0.206799149 0.297919194 -0.0766416211
## [1635,] 0.0185176277 -0.2638269611 0.018528526 0.598454191 -0.2805511896
## [1636,] -0.3709475792 -0.3425882157 0.580743300 0.830807633 -0.1467860232
## [1637,] -0.3273184305 -0.4992738613 0.566271352 0.907440919 -0.0231755282
## [1638,] 0.1033759297 -0.2922420216 0.070870356 0.789769796 -0.1553926935
## [1639,] -0.2658753730 0.3336208236 0.192373294 -0.765501562 -0.1818440642
## [1640,] 0.0003873449 -0.2332191783 0.029092460 -0.294144769 -0.1482241767
## [1641,] 0.1393727733 -0.3242796935 -0.027237721 -0.046806215 -0.0690088863
## [1642,] -0.2213443560 -0.0006187279 0.606306435 -0.408722201 -0.2084499607
## [1643,] -0.2971066471 0.3280987295 0.714224237 -1.858837279 -0.2790648839
## [1644,] 0.0344646690 0.0203641161 0.198394200 -0.431468974 -0.0704778369
## [1645,] 0.1369035917 0.0895651577 0.241031877 -0.459127373 -0.0779340306
## [1646,] -0.0204150008 0.6468897560 0.302454556 -2.460433575 -0.0887496081
## [1647,] -0.1117760268 0.0286458934 -0.961149080 -0.435535863 -0.2686330994
## [1648,] 0.3001944364 -0.4730954507 -1.586270413 0.077876241 -0.0198016994
## [1649,] 0.1606532085 0.1919303904 0.616841983 0.219356381 -0.0821452890
## RC4 RC7 RC6
## [1,] -0.4544201925 -9.803565e-01 1.4157116806
## [2,] -0.4001947843 -6.873352e-01 1.3468217202
## [3,] -0.3783699080 -8.466048e-01 1.3156435375
## [4,] -0.3819238992 -4.574028e-01 1.4969930922
## [5,] -0.3610355131 -4.386059e-01 1.2128836950
## [6,] -0.3675528388 -5.191189e-01 1.8190852928
## [7,] -0.3781270384 -4.276567e-01 1.9405098603
## [8,] -0.3333742773 -5.701484e-01 1.4454794267
## [9,] -0.2602019280 -7.644820e-01 0.7265826721
## [10,] -0.3045146928 -5.738172e-01 1.0766482257
## [11,] -0.3371701741 -6.082536e-01 1.6604313629
## [12,] -0.4632628014 -1.106402e+00 1.8789681545
## [13,] -0.3666949792 -7.421654e-01 1.7872108387
## [14,] -1.3717149081 -7.425624e-02 1.4495277046
## [15,] 0.2383440357 1.012650e+00 1.1085537193
## [16,] 0.2238396303 7.697604e-01 1.3193649017
## [17,] -0.5007143969 -2.363540e-01 -0.0991430786
## [18,] -0.7902017054 -2.041771e-01 -0.1041433170
## [19,] -0.4455053256 -2.229672e-01 -0.2593230557
## [20,] -0.4158716809 -1.981390e-01 -0.2914803261
## [21,] -0.3891567235 -1.650964e-01 -0.2305741363
## [22,] -0.3742613462 -1.417628e-01 -0.3693397270
## [23,] -0.3495746128 -1.266529e-01 -0.1812304227
## [24,] -0.7481867157 -7.028465e-02 -0.0585889035
## [25,] -0.7185604069 -3.292069e-02 0.0488605676
## [26,] -0.3222843990 6.473796e-01 -0.0605832870
## [27,] -0.7077746160 -2.084760e-02 0.0754081161
## [28,] -0.7274765522 -3.016355e-02 0.1888239173
## [29,] -0.7405816383 -2.126863e-02 0.1587141065
## [30,] -0.7777543430 -1.694016e-02 0.1738390610
## [31,] -0.7546923964 4.694854e-03 0.0437483546
## [32,] -0.7999187078 6.270932e-02 0.1735029603
## [33,] -1.1294694802 -8.292303e-01 0.6339857429
## [34,] -0.6542231554 -8.322674e-01 0.4936607942
## [35,] -0.6295614275 -8.203374e-01 0.0526734349
## [36,] -0.6061431417 -7.968147e-01 -0.3243410955
## [37,] -0.5923411974 -7.735565e-01 -0.3907613607
## [38,] -0.6028929320 -5.741508e-01 -0.2647590806
## [39,] -0.5873392037 -5.553908e-01 -0.7608666015
## [40,] -0.6236811574 4.345508e-01 -0.9353354708
## [41,] -0.6044923525 -3.913900e-01 -1.1942800409
## [42,] -0.5244433668 -4.837750e-01 -1.1779909686
## [43,] -1.0850499224 -1.670608e-01 -0.9449974878
## [44,] 0.8278177613 1.003509e+00 -1.1240835367
## [45,] 0.9052817725 7.022370e-01 -0.7124314602
## [46,] 0.9906831324 3.752700e-01 -1.1697050953
## [47,] 1.0015134713 -2.831782e-02 -1.1243991840
## [48,] 1.0381494454 2.755013e-01 -1.1091209326
## [49,] 0.8219303905 -5.139613e-02 -0.5339567450
## [50,] 0.9701078052 -4.737519e-02 -0.8626716741
## [51,] 0.9838336448 3.218668e-02 -1.0716845029
## [52,] -0.1428158289 -5.336869e-01 -0.7777316786
## [53,] -0.1132363944 -4.841334e-01 -0.7067010888
## [54,] -0.6128811856 -2.157560e-01 -0.5224422989
## [55,] -0.5803687111 4.623112e-01 -0.1511969602
## [56,] -0.1474744297 -4.219860e-01 0.0701446657
## [57,] -0.1385944336 -1.727792e-01 0.5218343954
## [58,] -0.2130850711 2.997493e-02 0.0567073457
## [59,] -0.1391040963 -1.909249e-01 0.0293488393
## [60,] -0.1702152574 -1.834795e-01 0.1303424481
## [61,] -0.1483065479 -3.507835e-01 0.2175860976
## [62,] -0.6361474472 -2.856890e-01 0.2783591671
## [63,] -0.1667846507 -9.274523e-02 0.8409646338
## [64,] -0.1636718974 -6.765851e-02 0.8680965635
## [65,] -0.8111565662 -2.167312e-01 -0.6866954908
## [66,] -0.3303214150 -2.529651e-01 -0.7349683541
## [67,] -0.3281030928 -2.498628e-01 -0.7647856350
## [68,] -0.2776060882 -2.451999e-01 -1.1160812683
## [69,] -0.2622012676 -2.096478e-01 -0.7284158464
## [70,] -0.2388195511 5.272520e-01 -0.6786398267
## [71,] -0.7846602675 5.802375e-01 -0.9042975063
## [72,] -0.3887278034 -4.622122e-01 -0.6699260779
## [73,] -0.2616392068 -1.392261e-01 -0.6818039974
## [74,] -0.4010020318 -1.215452e-01 -0.2476719502
## [75,] -0.2878032310 4.181490e-02 -0.2508762319
## [76,] -0.3007708593 -1.305255e-01 -0.2211782125
## [77,] -0.3050576647 -1.290622e-01 -0.2903608418
## [78,] -0.3062572261 -5.584027e-02 -0.0620754007
## [79,] -0.3222991790 -2.464152e-02 0.0771037820
## [80,] -0.5423334248 -2.980074e-01 0.9984274228
## [81,] -0.2647217507 -4.460752e-01 0.8960664516
## [82,] -0.2521763458 -4.164988e-01 0.8948068106
## [83,] -0.2562700263 -2.722618e-01 0.8585388164
## [84,] -0.2719101235 -2.508586e-01 0.9262456457
## [85,] -0.2828562920 -2.179565e-01 1.1205755305
## [86,] -0.2448941100 -2.281518e-01 0.7519079622
## [87,] -0.3720972013 -1.769553e-01 0.9148410223
## [88,] -0.3047277135 -2.469319e-01 0.7059460124
## [89,] -0.3882468619 -1.977724e-01 0.8884126123
## [90,] -0.3819192173 6.810595e-01 1.0030474968
## [91,] -0.3080245404 6.691876e-01 0.7700591979
## [92,] -0.3885317225 -1.783286e-01 0.8864713320
## [93,] -0.3455991678 -2.028624e-01 0.6815763863
## [94,] -0.1744916444 -7.157077e-02 1.8589016065
## [95,] -0.3335215375 -3.527016e-02 2.1443523941
## [96,] -0.4598603873 -4.982872e-02 1.9232843275
## [97,] -0.0707628117 -2.118496e-01 -2.2888064287
## [98,] -0.2019524322 -3.052355e-02 1.9131332343
## [99,] -0.2298491029 -9.967817e-02 1.9235926119
## [100,] -0.0689051374 -1.613194e-01 -2.4179686245
## [101,] -0.3398028107 -1.399497e-01 -2.4391177657
## [102,] -0.1558448394 -1.128847e-01 -2.2305887214
## [103,] -0.0265142733 -1.383472e-01 -2.3798004359
## [104,] -0.0532174370 -1.400511e-01 -2.3364976361
## [105,] -0.1184658146 -7.941838e-02 -2.1856114859
## [106,] -0.4078624095 -6.025429e-02 -2.3635922135
## [107,] -0.0684950230 7.702708e-01 -2.4385281982
## [108,] -0.0488466728 7.930847e-01 -2.2081233888
## [109,] -0.5700265308 -3.531975e-01 0.1306110098
## [110,] -0.4283778483 4.782687e-01 -0.2202049747
## [111,] -0.5472055328 -3.848671e-01 -0.3161778820
## [112,] -0.4579623469 -2.638422e-01 -0.4473257592
## [113,] -1.0451174140 -2.470660e-02 -0.2650638992
## [114,] -0.4604807072 -2.746205e-01 -0.0651018692
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## [1491,] -0.2790441186 4.997687e-01 -0.2104472517
## [1492,] -0.9923332146 -7.377376e-01 0.3648570467
## [1493,] -0.5172502960 -4.780968e-01 -0.5212107456
## [1494,] -0.4361177687 -6.398559e-01 -0.0082045372
## [1495,] -0.2873634594 -4.956692e-01 -0.3880020700
## [1496,] -0.2670021520 -4.524671e-01 -0.2389241087
## [1497,] -0.2586831021 -4.665626e-01 -0.6436245409
## [1498,] -0.0730270515 -2.857587e-01 -0.1942747945
## [1499,] -0.1128469702 -2.616738e-01 -0.0841710332
## [1500,] -0.0635742961 -2.776024e-01 -0.2481814530
## [1501,] -0.3448286757 -2.263943e-01 -0.1497022492
## [1502,] -0.2988731291 -2.219161e-01 -0.3598755536
## [1503,] -0.4517373549 -4.834771e-01 0.3868413230
## [1504,] -0.2509985792 3.624950e-01 -0.7432362948
## [1505,] -0.1247782650 -5.093916e-01 -0.4413738048
## [1506,] -0.0249606613 -2.150634e-01 -0.7287212088
## [1507,] -0.0092711981 -2.089563e-01 -0.4217063983
## [1508,] -0.7341776428 -1.199774e-01 -0.2665473145
## [1509,] -0.0808714994 -1.613045e-01 -0.4243884621
## [1510,] -0.0034350914 5.116107e-02 -0.5114717054
## [1511,] -1.0580137393 2.266338e-01 0.5683948325
## [1512,] -1.0808816723 -6.384949e-01 0.6275372382
## [1513,] -1.0810201090 -6.248039e-01 0.5970985312
## [1514,] -1.0744997218 -6.085244e-01 0.5822607741
## [1515,] -1.0773199605 -5.927559e-01 0.3319772459
## [1516,] -1.0520405225 -5.792912e-01 0.1472095450
## [1517,] -1.0542361605 -5.591786e-01 -0.0758394118
## [1518,] -1.0544766742 -5.559043e-01 -0.0822501080
## [1519,] -1.0368915949 -5.355887e-01 -0.0817466554
## [1520,] -1.0356739748 -5.152500e-01 -0.1044853123
## [1521,] -1.0312739600 -4.992593e-01 -0.0691025515
## [1522,] -1.0012069342 1.984595e-01 -0.1348325619
## [1523,] -1.0158981547 -5.222152e-01 -0.1968832791
## [1524,] -1.0453312874 -4.320178e-01 -0.2033472382
## [1525,] -0.6033334207 -5.292220e-01 -0.2190884821
## [1526,] -1.0016478564 -6.095043e-01 -0.2625400461
## [1527,] -0.9319579229 -3.443297e-01 -0.2874754008
## [1528,] -0.5296109017 -1.021974e+00 -0.3816533431
## [1529,] -0.5469441403 -6.676488e-01 -0.3899180890
## [1530,] -0.4998334535 -9.784040e-01 -0.1984307380
## [1531,] -0.5124939465 -9.389976e-01 0.3484989088
## [1532,] -0.5388669176 3.434138e-01 0.3866358463
## [1533,] -0.4826051203 -9.144429e-01 0.1755329934
## [1534,] -0.7937256622 -1.031261e+00 0.2121048070
## [1535,] -0.7717563123 -4.258811e-01 0.0333554834
## [1536,] -0.5504449701 3.139471e-01 -0.2082417917
## [1537,] -0.5775373874 -3.460394e-02 -0.1981769907
## [1538,] -0.5310657300 1.897459e-01 -0.1883998756
## [1539,] -1.0044292336 2.129736e+00 -0.1963673779
## [1540,] -0.4772401603 1.056415e+00 -0.3868602010
## [1541,] 0.0772801021 -3.047795e-01 -1.6040776104
## [1542,] 0.1242073642 -2.907944e-01 -1.8355751729
## [1543,] -0.7590395571 -2.038588e-01 -1.7831389580
## [1544,] 0.0678732456 -2.512942e-01 -1.9004074403
## [1545,] 0.2511423433 -2.087901e-01 -1.6488358374
## [1546,] 0.2586455810 -1.969717e-01 -1.6808317739
## [1547,] 0.3487883137 -2.187870e-01 -1.6720475223
## [1548,] 0.3834148669 -1.659915e-01 -1.5747534201
## [1549,] 0.4004551575 -1.416413e-01 -1.2524527929
## [1550,] 0.4309340479 4.411655e-01 -0.9357329538
## [1551,] 0.3699433713 4.896976e-01 -0.5742308713
## [1552,] 0.2698073819 -2.658991e-01 -0.7327193982
## [1553,] 0.3025220157 -9.982223e-02 -1.0320687201
## [1554,] -0.6223362451 -3.099038e-02 0.8498894035
## [1555,] 0.6826136176 5.750565e-01 0.7799521149
## [1556,] 0.7807904156 2.044309e-01 0.8228084103
## [1557,] 1.4973541442 6.738491e-01 1.7801243985
## [1558,] 1.4595301257 3.477507e-01 2.4444123058
## [1559,] 1.7647459596 2.967028e-01 1.1156824470
## [1560,] 0.2866869003 4.133743e-01 1.6916088634
## [1561,] 0.1972090910 6.097825e-01 2.1215014649
## [1562,] 0.2599724375 9.813573e-01 2.0887279236
## [1563,] 2.0405719706 2.604609e-01 1.5704513456
## [1564,] 2.2323991499 9.669311e-02 1.3376792482
## [1565,] 0.3571269831 3.204326e+00 1.1087131350
## [1566,] 2.4092938188 4.986537e+00 0.9320043811
## [1567,] -0.8325892356 2.790835e-01 0.6657436688
## [1568,] 0.0560056439 6.256252e-01 0.6870496152
## [1569,] -0.7220512024 1.014229e+00 0.6737648889
## [1570,] -0.8826847958 -2.110837e-01 0.5664678157
## [1571,] 0.0389923351 -3.492929e-01 0.7424014163
## [1572,] 0.2163189336 -2.939049e-01 0.6720421165
## [1573,] 0.3847125382 -4.316648e-01 0.1761651498
## [1574,] 0.5850775636 -1.456004e-01 -0.0635271570
## [1575,] 0.4558250728 3.729725e+00 0.0545135357
## [1576,] 0.5372195572 -8.455467e-02 -0.0117730140
## [1577,] 0.4882590498 -2.833315e-01 0.0799565337
## [1578,] 0.3610797918 -2.384455e-01 0.2473089204
## [1579,] 0.2822632797 5.103503e-01 -0.0455032171
## [1580,] 0.2269831577 1.240963e+00 -0.3022729571
## [1581,] 0.2643817006 -2.719567e-01 -0.3722102233
## [1582,] -0.3026096606 -3.384566e-01 0.9641909582
## [1583,] -0.3193549368 -3.205840e-01 1.0157274310
## [1584,] -0.3322711226 -3.219033e-01 1.0992294190
## [1585,] -0.3317304434 -3.125889e-01 0.9718766729
## [1586,] -0.2775256543 -3.064733e-01 0.9831637259
## [1587,] -0.2398168987 6.102495e-01 1.1233650752
## [1588,] -0.2580334461 6.331723e-01 0.9098567954
## [1589,] -0.2569683705 -2.540763e-01 0.8838638064
## [1590,] -0.3044804217 -1.957597e-01 2.1707549222
## [1591,] -0.3034433641 -2.055056e-01 2.1976823411
## [1592,] -0.3455022903 -2.061687e-01 2.3868384122
## [1593,] -0.3248626167 -2.966166e-01 0.1327272895
## [1594,] -0.2741620275 -2.422507e-01 0.4297927209
## [1595,] -0.2425727684 -1.851361e-01 0.5300642659
## [1596,] -0.3622568086 -3.806993e-01 0.8156511940
## [1597,] -0.2593379573 -2.476809e-01 -0.1060744219
## [1598,] -0.2566156893 -2.244855e-01 0.1136946827
## [1599,] -0.2597785187 -2.086822e-01 0.1953687332
## [1600,] -0.1133434867 -7.056801e-02 -0.2088222543
## [1601,] -0.0853228980 4.935804e-01 -0.3037089529
## [1602,] -0.1076060342 5.025803e-01 0.1416134876
## [1603,] -0.1220556457 -7.182589e-02 -0.0647714872
## [1604,] -0.1220428578 -1.309429e-02 -0.0983681860
## [1605,] -0.1158646045 -4.883300e-02 -0.2342574222
## [1606,] -0.0863412029 -2.214303e-02 -0.4171819824
## [1607,] -0.1279866811 -8.944123e-02 -0.4070864014
## [1608,] -0.1318574166 -8.035585e-02 -0.3716437593
## [1609,] -0.1691124042 3.456593e-02 -0.2621030308
## [1610,] -0.5207175884 -3.706783e-01 -0.2792911417
## [1611,] -0.4989078685 -3.770086e-01 -0.8528790408
## [1612,] -0.4641689391 3.718376e-01 -0.9042168966
## [1613,] -0.4302360766 -3.187078e-01 -0.8966221506
## [1614,] -0.4205588478 -2.871182e-01 -0.5122925728
## [1615,] -0.3963997849 -2.845056e-01 -0.8759663046
## [1616,] -0.3559814203 -2.595954e-01 -0.9886738596
## [1617,] -0.4058123822 -1.025176e-01 -1.0040518716
## [1618,] -0.3354753067 -2.244781e-01 -0.8417004146
## [1619,] -0.1272388157 -1.998759e-01 -0.6926785916
## [1620,] -0.1109821401 -1.915570e-01 -0.5825742352
## [1621,] -0.0807379802 -1.504341e-01 -0.5386594461
## [1622,] -0.1699121109 -3.054810e-01 -0.7554085452
## [1623,] -0.1677336703 -3.193632e-01 -0.8203445507
## [1624,] -0.7903273094 9.778486e-02 -0.8644393848
## [1625,] 0.6293210470 -2.287650e-01 -0.4063560197
## [1626,] 0.8257673728 -1.577691e-01 -0.4086342858
## [1627,] 0.9402722860 -3.780648e-01 -0.3438016445
## [1628,] 1.1730220905 1.041199e+00 -0.7477833645
## [1629,] 1.1151959268 1.393543e+00 -0.5114993884
## [1630,] 1.5288576911 1.437849e-01 -0.5468555156
## [1631,] 0.2724534059 -2.246768e-01 -0.0950677382
## [1632,] 2.2098121325 -1.657489e-01 -0.6431963398
## [1633,] 2.8227827150 -1.608437e-01 0.0336885761
## [1634,] 3.0399164984 -1.212257e-01 0.6737573268
## [1635,] 1.4547385404 -1.174121e-01 0.1491420380
## [1636,] 1.6233563168 3.964519e-01 0.3629112755
## [1637,] 1.9494696489 3.598897e-01 0.2798877265
## [1638,] 2.5370746527 -1.940721e-01 0.0838902184
## [1639,] 2.8920751628 9.252966e-01 -0.3519631251
## [1640,] 3.3763852502 -2.345181e-01 0.1021671199
## [1641,] 3.7928714072 -4.420434e-01 -0.5103332836
## [1642,] 1.6693044096 -1.264519e-01 -0.2993553452
## [1643,] 1.6158818779 -3.034796e-01 0.1511533895
## [1644,] 5.0844508147 -3.847547e-01 0.1755713471
## [1645,] 5.4391254460 -5.130839e-01 0.5043542804
## [1646,] 5.5589121395 -4.986609e-01 0.3293798604
## [1647,] 3.5120443163 3.514644e-01 0.5798476109
## [1648,] 6.2792212079 -5.132145e-02 -0.0006637919
## [1649,] 6.0421196901 -4.881732e-01 0.5752191359
fa.parallel(expect[,5:22])
## Parallel analysis suggests that the number of factors = 6 and the number of components = 5
fa.plot(fit.pc)
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
## Warning in plot.xy(xy.coords(x, y), type = type, ...): unimplemented pch value
## '26'
fa.diagram(fit.pc)
vss(expect[,5:22])
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate = rotate, : An
## ultra-Heywood case was detected. Examine the results carefully
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate = rotate, : An
## ultra-Heywood case was detected. Examine the results carefully
## Warning in fa.stats(r = r, f = f, phi = phi, n.obs = n.obs, np.obs = np.obs, :
## The estimated weights for the factor scores are probably incorrect. Try a
## different factor score estimation method.
## Warning in fac(r = r, nfactors = nfactors, n.obs = n.obs, rotate = rotate, : An
## ultra-Heywood case was detected. Examine the results carefully
##
## Very Simple Structure
## Call: vss(x = expect[, 5:22])
## VSS complexity 1 achieves a maximimum of 0.7 with 3 factors
## VSS complexity 2 achieves a maximimum of 0.86 with 5 factors
##
## The Velicer MAP achieves a minimum of 0.05 with 2 factors
## BIC achieves a minimum of -176.62 with 6 factors
## Sample Size adjusted BIC achieves a minimum of 13.99 with 6 factors
##
## Statistics by number of factors
## vss1 vss2 map dof chisq prob sqresid fit RMSEA BIC SABIC complex
## 1 0.62 0.00 0.063 135 18962 0.0e+00 18.2 0.62 0.291 17961 18390 1.0
## 2 0.68 0.78 0.051 118 11052 0.0e+00 10.6 0.78 0.237 10178 10553 1.2
## 3 0.70 0.84 0.055 102 10015 0.0e+00 7.3 0.85 0.243 9259 9583 1.3
## 4 0.66 0.85 0.064 87 5299 0.0e+00 5.3 0.89 0.191 4655 4931 1.4
## 5 0.65 0.86 0.062 73 3706 0.0e+00 3.8 0.92 0.174 3165 3397 1.4
## 6 0.59 0.82 0.077 60 268 4.7e-28 3.3 0.93 0.046 -177 14 1.5
## 7 0.59 0.81 0.082 48 377 1.1e-52 3.0 0.94 0.065 22 174 1.7
## 8 0.59 0.78 0.080 37 287 1.7e-40 2.8 0.94 0.064 13 131 1.5
## eChisq SRMR eCRMS eBIC
## 1 13381.5 0.1628 0.1734 12381
## 2 5283.1 0.1023 0.1165 4409
## 3 2913.4 0.0760 0.0931 2158
## 4 1169.6 0.0481 0.0638 525
## 5 453.9 0.0300 0.0434 -87
## 6 47.2 0.0097 0.0154 -397
## 7 21.0 0.0064 0.0115 -335
## 8 7.2 0.0038 0.0077 -267